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The Data Science Course 2020 - Complete Data Science Bootcamp
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The Data Science Course 2020 - Complete Data Science Bootcamp
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文件列表
The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/093 Practical Example Descriptive Statistics.mp4
168.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 A Practical Example of Probability Distributions.mp4
165.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 A Practical Example of Bayesian Inference.mp4
152.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/283 Why is Linear Algebra Useful.mp4
151.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/011 Techniques for Working with Traditional Data.mp4
145.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 A Practical Example of Combinatorics.mp4
140.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/03 The Field of Data Science - Connecting the Data Science Disciplines/009 Applying Traditional Data Big Data BI Traditional Data Science and ML.mp4
133.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/020 Types of Machine Learning.mp4
131.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/406 Taking a Closer Look at APIs.mp4
121.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/017 Techniques for Working with Traditional Methods.mp4
117.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 Continuing with BI ML and AI.mp4
114.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/405 What are Data Connectivity APIs and Endpoints.mp4
109.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/06 The Field of Data Science - Popular Data Science Tools/022 Necessary Programming Languages and Software Used in Data Science.mp4
108.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/395 Business Case Preprocessing.mp4
108.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/118 Practical Example Inferential Statistics.mp4
107.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/019 Machine Learning (ML) Techniques.mp4
104.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/067 Probability in Finance.mp4
103.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/226 Practical Example Linear Regression (Part 1).mp4
101.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/120 Null vs Alternative Hypothesis.mp4
96.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/015 Business Intelligence (BI) Techniques.mp4
94.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Business Case Getting Acquainted with the Dataset.mp4
91.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/237 Logistic vs Logit Function.mp4
90.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/025 The Basic Probability Formula.mp4
90.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/356 Business Case Preprocessing the Data.mp4
88.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/059 Characteristics of Continuous Distributions.mp4
88.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/122 Rejection Region and Significance Level.mp4
86.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/004 Data Science and Business Buzzwords Why are there so Many.mp4
85.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/04 The Field of Data Science - The Benefits of Each Discipline/010 The Reason Behind These Disciplines.mp4
85.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/422 Obtaining Dummies from a Single Feature.mp4
85.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/104 Confidence Intervals Population Variance Known Z-score.mp4
82.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/068 Probability in Statistics.mp4
81.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/397 Creating a Data Provider.mp4
80.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/026 Computing Expected Values.mp4
79.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/013 Techniques for Working with Big Data.mp4
79.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/138 Why Python.mp4
78.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/427 Classifying the Various Reasons for Absence.mp4
78.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/267 How is Clustering Useful.mp4
78.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/052 Fundamentals of Probability Distributions.mp4
77.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/08 The Field of Data Science - Debunking Common Misconceptions/024 Debunking Common Misconceptions.mp4
76.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/071 Types of Data.mp4
76.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Some Examples of Clusters.mp4
75.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/053 Types of Probability Distributions.mp4
74.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/111 Confidence intervals. Two means. Dependent samples.mp4
73.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/135 Practical Example Hypothesis Testing.mp4
72.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/404 What are Data Servers Clients Requests and Responses.mp4
72.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/057 Discrete Distributions The Binomial Distribution.mp4
72.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/008 A Breakdown of our Data Science Infographic.mp4
71.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/353 Business Case Exploring the Dataset and Identifying Predictors.mp4
69.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/006 Business Analytics Data Analytics and Data Science An Introduction.mp4
67.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/408 Software Integration - Explained.mp4
66.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/069 Probability in Data Science.mp4
66.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/100 Central Limit Theorem.mp4
65.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/389 MNIST Results and Testing.mp4
65.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/002 What Does the Course Cover.mp4
65.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/414 Checking the Content of the Data Set.mp4
64.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/418 Dropping a Column from a DataFrame in Python.mp4
64.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/027 Frequency.mp4
64.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 What is a Distribution.mp4
64.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/300 Basic NN Example (Part 4).mp4
64.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/407 Communication between Software Products through Text Files.mp4
63.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/313 Digging into a Deep Net.mp4
62.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/468 Analyzing Reasons vs Probability in Tableau.mp4
62.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/028 Events and Their Complements.mp4
62.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/368 An overview of CNNs.mp4
61.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/137 Introduction to Programming.mp4
61.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/14 Part 3 Statistics/070 Population and Sample.mp4
60.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/233 Practical Example Linear Regression (Part 5).mp4
60.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/183 The Linear Regression Model.mp4
60.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/034 Solving Combinations.mp4
60.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/437 Analyzing the Dates from the Initial Data Set.mp4
60.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/043 Union of Sets.mp4
60.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/106 Confidence Interval Clarifications.mp4
59.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/466 Analyzing Age vs Probability in Tableau.mp4
59.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/384 MNIST Model Outline.mp4
59.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/266 Market Segmentation with Cluster Analysis (Part 2).mp4
58.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/231 Practical Example Linear Regression (Part 4).mp4
58.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/126 p-value.mp4
58.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/058 Discrete Distributions The Poisson Distribution.mp4
58.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/204 Dealing with Categorical Data - Dummy Variables.mp4
58.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/295 Optimization Algorithm 1-Parameter Gradient Descent.mp4
58.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/195 Adjusted R-Squared.mp4
57.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/072 Levels of Measurement.mp4
57.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/07 The Field of Data Science - Careers in Data Science/023 Finding the Job - What to Expect and What to Look for.mp4
57.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/463 Deploying the absenteeism_module - Part II.mp4
56.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/124 Test for the Mean. Population Variance Known.mp4
56.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/005 What is the difference between Analysis and Analytics.mp4
56.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/040 Sets and Events.mp4
56.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/251 Introduction to Cluster Analysis.mp4
56.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/158 The ELIF Statement.mp4
55.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/398 Business Case Model Outline.mp4
55.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/449 Splitting the Data for Training and Testing.mp4
55.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/452 Interpreting the Coefficients for Our Problem.mp4
54.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/409 Game Plan for this Python SQL and Tableau Business Exercise.mp4
54.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/256 A Simple Example of Clustering.mp4
54.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/140 Installing Python and Jupyter.mp4
53.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/338 Standardization.mp4
53.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/085 Variance.mp4
53.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/146 Python Strings.mp4
53.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/129 Test for the Mean. Dependent Samples.mp4
52.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/103 What are Confidence Intervals.mp4
52.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/050 Bayes Law.mp4
52.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/097 The Normal Distribution.mp4
52.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/361 Business Case Setting an Early Stopping Mechanism.mp4
52.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/275 Linear Algebra and Geometry.mp4
52.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/191 Decomposition of Variability.mp4
52.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/282 Dot Product of Matrices.mp4
51.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/225 Train - Test Split Explained.mp4
51.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/456 Testing the Model We Created.mp4
51.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/001 A Practical Example What You Will Learn in This Course.mp4
51.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/049 The Multiplication Law.mp4
51.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/060 Continuous Distributions The Normal Distribution.mp4
50.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/061 Continuous Distributions The Standard Normal Distribution.mp4
50.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/102 Estimators and Estimates.mp4
50.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/438 Extracting the Month Value from the Date Column.mp4
50.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/374 TensorFlow Intro.mp4
50.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/041 Ways Sets Can Interact.mp4
49.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/110 Margin of Error.mp4
49.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/065 Continuous Distributions The Logistic Distribution.mp4
49.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/388 MNIST Learning.mp4
49.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/227 Practical Example Linear Regression (Part 2).mp4
48.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/046 The Conditional Probability Formula.mp4
48.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/446 Creating the Targets for the Logistic Regression.mp4
48.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/087 Standard Deviation and Coefficient of Variation.mp4
47.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/287 Types of Machine Learning.mp4
47.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/370 An Overview of non-NN Approaches.mp4
46.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/190 How to Interpret the Regression Table.mp4
46.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/270 Types of Clustering.mp4
46.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/187 First Regression in Python.mp4
46.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/460 Preparing the Deployment of the Model through a Module.mp4
46.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/139 Why Jupyter.mp4
46.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/260 How to Choose the Number of Clusters.mp4
46.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/123 Type I Error and Type II Error.mp4
46.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/386 Calculating the Accuracy of the Model.mp4
46.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/033 Solving Variations without Repetition.mp4
45.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/265 Market Segmentation with Cluster Analysis (Part 1).mp4
45.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Introduction to Neural Networks.mp4
45.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/018 Real Life Examples of Traditional Methods.mp4
44.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/030 Permutations and How to Use Them.mp4
44.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/201 A3 Normality and Homoscedasticity.mp4
44.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/171 Dictionaries.mp4
43.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/450 Fitting the Model and Assessing its Accuracy.mp4
43.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/346 MNIST Preprocess the Data - Shuffle and Batch.mp4
43.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/399 Business Case Optimization.mp4
43.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/037 Combinatorics in Real-Life The Lottery.mp4
43.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/453 Standardizing only the Numerical Variables (Creating a Custom Scaler).mp4
43.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/193 R-Squared.mp4
43.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/350 MNIST Learning.mp4
43.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/411 Introducing the Data Set.mp4
42.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/470 Analyzing Transportation Expense vs Probability in Tableau.mp4
42.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/186 Python Packages Installation.mp4
42.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/421 Analyzing the Reasons for Absence.mp4
42.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/454 Interpreting the Coefficients of the Logistic Regression.mp4
42.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/035 Symmetry of Combinations.mp4
42.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/127 Test for the Mean. Population Variance Unknown.mp4
42.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/064 Continuous Distributions The Exponential Distribution.mp4
42.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/079 Cross Tables and Scatter Plots.mp4
41.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/365 Summary on What Youve Learned.mp4
41.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/442 Working on Education Children and Pets.mp4
41.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/455 Backward Elimination or How to Simplify Your Model.mp4
41.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/296 Optimization Algorithm n-Parameter Gradient Descent.mp4
41.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/394 The Importance of Working with a Balanced Dataset.mp4
41.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/410 The Business Task.mp4
41.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/220 Feature Scaling (Standardization).mp4
41.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/451 Creating a Summary Table with the Coefficients and Intercept.mp4
40.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 How to Install TensorFlow 2.0.mp4
40.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/428 Using .concat() in Python.mp4
40.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/038 A Recap of Combinatorics.mp4
40.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/377 Basic NN Example with TF Inputs Outputs Targets Weights Biases.mp4
40.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/244 Binary Predictors in a Logistic Regression.mp4
40.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/290 The Linear model with Multiple Inputs and Multiple Outputs.mp4
40.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/161 How to Create a Function with a Parameter.mp4
40.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/280 Transpose of a Matrix.mp4
39.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/167 Lists.mp4
39.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/262 Pros and Cons of K-Means Clustering.mp4
39.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/168 Using Methods.mp4
39.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/457 Saving the Model and Preparing it for Deployment.mp4
39.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/379 Basic NN Example with TF Model Output.mp4
39.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/294 Common Objective Functions Cross-Entropy Loss.mp4
39.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/081 Mean median and mode.mp4
38.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/021 Real Life Examples of Machine Learning (ML).mp4
38.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/073 Categorical Variables - Visualization Techniques.mp4
38.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/133 Test for the mean. Independent Samples (Part 2).mp4
38.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/402 Business Case A Comment on the Homework.mp4
38.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/253 Difference between Classification and Clustering.mp4
37.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/031 Simple Operations with Factorials.mp4
37.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/200 A2 No Endogeneity.mp4
37.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/107 Students T Distribution.mp4
37.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/317 Backpropagation.mp4
36.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/298 Basic NN Example (Part 2).mp4
36.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/047 The Law of Total Probability.mp4
36.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/221 Feature Selection through Standardization of Weights.mp4
36.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/045 Dependence and Independence of Sets.mp4
36.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/209 Simple Linear Regression with sklearn.mp4
36.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 A Simple Example in Python.mp4
36.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/307 Outlining the Model with TensorFlow 2.mp4
36.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/056 Discrete Distributions The Bernoulli Distribution.mp4
35.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/032 Solving Variations with Repetition.mp4
35.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/131 Test for the mean. Independent Samples (Part 1).mp4
35.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/274 Scalars and Vectors.mp4
35.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/178 Object Oriented Programming.mp4
35.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/273 What is a Matrix.mp4
35.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/303 TensorFlow Outline and Comparison with Other Libraries.mp4
35.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/036 Solving Combinations with Separate Sample Spaces.mp4
34.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/246 Calculating the Accuracy of the Model.mp4
34.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/322 What is Validation.mp4
34.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/278 Addition and Subtraction of Matrices.mp4
34.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/378 Basic NN Example with TF Loss Function and Gradient Descent.mp4
34.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/243 What do the Odds Actually Mean.mp4
33.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/249 Testing the Model.mp4
33.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/108 Confidence Intervals Population Variance Unknown T-score.mp4
33.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/210 Simple Linear Regression with sklearn - A StatsModels-like Summary Table.mp4
33.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/202 A4 No Autocorrelation.mp4
33.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/360 Business Case Learning and Interpreting the Result.mp4
32.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/41 Part 7 Deep Learning/284 What to Expect from this Part.mp4
32.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/320 What is Overfitting.mp4
32.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/214 Calculating the Adjusted R-Squared in sklearn.mp4
32.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/169 List Slicing.mp4
32.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/142 Prerequisites for Coding in the Jupyter Notebooks.mp4
32.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/241 Understanding Logistic Regression Tables.mp4
32.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/355 Business Case Balancing the Dataset.mp4
31.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/308 Interpreting the Result and Extracting the Weights and Bias.mp4
31.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/263 To Standardize or not to Standardize.mp4
31.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/155 Logical and Identity Operators.mp4
31.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/012 Real Life Examples of Traditional Data.mp4
31.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/177 How to Iterate over Dictionaries.mp4
31.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/272 Heatmaps.mp4
31.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/016 Real Life Examples of Business Intelligence (BI).mp4
31.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/312 What is a Deep Net.mp4
31.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/352 MNIST Testing the Model.mp4
31.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/216 Feature Selection (F-regression).mp4
30.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/441 Analyzing Several Straightforward Columns for this Exercise.mp4
30.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/170 Tuples.mp4
30.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/091 Correlation Coefficient.mp4
30.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/332 Learning Rate Schedules or How to Choose the Optimal Learning Rate.mp4
30.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/271 Dendrogram.mp4
30.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/344 MNIST Preprocess the Data - Create a Validation Set and Scale It.mp4
30.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/340 Binary and One-Hot Encoding.mp4
30.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/113 Confidence intervals. Two means. Independent Samples (Part 1).mp4
30.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Training the Model.mp4
30.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/203 A5 No Multicollinearity.mp4
30.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/329 Stochastic Gradient Descent.mp4
30.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/288 The Linear Model (Linear Algebraic Version).mp4
29.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/173 While Loops and Incrementing.mp4
29.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/192 What is the OLS.mp4
29.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/348 MNIST Outline the Model.mp4
29.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/439 Extracting the Day of the Week from the Date Column.mp4
29.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/415 Introduction to Terms with Multiple Meanings.mp4
29.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/336 Preprocessing Introduction.mp4
29.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/175 Conditional Statements and Loops.mp4
29.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/314 Non-Linearities and their Purpose.mp4
29.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/445 Exploring the Problem with a Machine Learning Mindset.mp4
28.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/089 Covariance.mp4
28.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/255 K-Means Clustering.mp4
28.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/207 What is sklearn and How is it Different from Other Packages.mp4
28.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/062 Continuous Distributions The Students T Distribution.mp4
28.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Introduction to Logistic Regression.mp4
28.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/048 The Additive Rule.mp4
28.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/042 Intersection of Sets.mp4
28.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/115 Confidence intervals. Two means. Independent Samples (Part 2).mp4
28.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/276 Arrays in Python - A Convenient Way To Represent Matrices.mp4
28.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/334 Adaptive Learning Rate Schedules (AdaGrad and RMSprop ).mp4
27.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/063 Continuous Distributions The Chi-Squared Distribution.mp4
27.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/222 Predicting with the Standardized Coefficients.mp4
27.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/316 Activation Functions Softmax Activation.mp4
27.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/385 MNIST Loss and Optimization Algorithm.mp4
27.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/075 Numerical Variables - Frequency Distribution Table.mp4
27.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/174 Lists with the range() Function.mp4
27.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/400 Business Case Interpretation.mp4
27.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/434 Creating Checkpoints while Coding in Jupyter.mp4
26.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/462 Deploying the absenteeism_module - Part I.mp4
26.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/044 Mutually Exclusive Sets.mp4
26.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/144 Variables.mp4
26.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/369 An Overview of RNNs.mp4
26.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/162 Defining a Function in Python - Part II.mp4
26.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/323 Training Validation and Test Datasets.mp4
26.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/289 The Linear Model with Multiple Inputs.mp4
26.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/315 Activation Functions.mp4
26.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/321 Underfitting and Overfitting for Classification.mp4
26.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/206 Making Predictions with the Linear Regression.mp4
25.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/299 Basic NN Example (Part 3).mp4
25.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/055 Discrete Distributions The Uniform Distribution.mp4
25.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/325 Early Stopping or When to Stop Training.mp4
25.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/281 Dot Product.mp4
25.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/229 Practical Example Linear Regression (Part 3).mp4
24.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/172 For Loops.mp4
24.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/157 The ELSE Statement.mp4
24.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/293 Common Objective Functions L2-norm Loss.mp4
24.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/156 The IF Statement.mp4
24.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/413 Importing the Absenteeism Data in Python.mp4
24.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/240 An Invaluable Coding Tip.mp4
24.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/309 Customizing a TensorFlow 2 Model.mp4
24.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/101 Standard error.mp4
23.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/054 Characteristics of Discrete Distributions.mp4
23.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/291 Graphical Representation of Simple Neural Networks.mp4
23.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/382 MNIST How to Tackle the MNIST.mp4
23.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/277 What is a Tensor.mp4
23.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/098 The Standard Normal Distribution.mp4
23.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/335 Adam (Adaptive Moment Estimation).mp4
23.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/248 Underfitting and Overfitting.mp4
23.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/014 Real Life Examples of Big Data.mp4
23.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/166 Built-in Functions in Python.mp4
23.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/304 TensorFlow 1 vs TensorFlow 2.mp4
23.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/198 OLS Assumptions.mp4
22.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/326 What is Initialization.mp4
22.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/443 Final Remarks of this Section.mp4
22.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/194 Multiple Linear Regression.mp4
22.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/258 Clustering Categorical Data.mp4
22.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/324 N-Fold Cross Validation.mp4
21.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/297 Basic NN Example (Part 1).mp4
21.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/448 Standardizing the Data.mp4
21.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/376 Types of File Formats supporting Tensors.mp4
21.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/417 Using a Statistical Approach towards the Solution to the Exercise.mp4
21.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/366 Whats Further out there in terms of Machine Learning.mp4
21.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/213 Multiple Linear Regression with sklearn.mp4
21.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/159 A Note on Boolean Values.mp4
21.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/117 Confidence intervals. Two means. Independent Samples (Part 3).mp4
20.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/181 Importing Modules in Python.mp4
20.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/318 Backpropagation Picture.mp4
20.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/208 How are Going to Approach this Section.mp4
20.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/083 Skewness.mp4
20.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/147 Using Arithmetic Operators in Python.mp4
19.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/383 MNIST Relevant Packages.mp4
19.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/342 MNIST How to Tackle the MNIST.mp4
19.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/339 Preprocessing Categorical Data.mp4
19.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/180 What is the Standard Library.mp4
18.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/292 What is the Objective Function.mp4
18.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/381 MNIST What is the MNIST Dataset.mp4
18.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/358 Business Case Load the Preprocessed Data.mp4
18.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Actual Introduction to TensorFlow.mp4
18.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/31 Part 5 Advanced Statistical Methods in Python/182 Introduction to Regression Analysis.mp4
18.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/328 State-of-the-Art Method - (Xavier) Glorot Initialization.mp4
18.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/238 Building a Logistic Regression.mp4
17.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/145 Numbers and Boolean Values in Python.mp4
17.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/224 Underfitting and Overfitting.mp4
17.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/447 Selecting the Inputs for the Logistic Regression.mp4
17.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/331 Momentum.mp4
17.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/197 Test for Significance of the Model (F-Test).mp4
17.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/306 Types of File Formats Supporting TensorFlow.mp4
17.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/343 MNIST Importing the Relevant Packages and Loading the Data.mp4
17.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/029 Fundamentals of Combinatorics.mp4
17.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/164 Conditional Statements and Functions.mp4
16.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/095 Introduction.mp4
16.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/160 Defining a Function in Python.mp4
15.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/184 Correlation vs Regression.mp4
15.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/165 Functions Containing a Few Arguments.mp4
15.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/254 Math Prerequisites.mp4
15.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/327 Types of Simple Initializations.mp4
15.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/431 Reordering Columns in a Pandas DataFrame in Python.mp4
14.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/349 MNIST Select the Loss and the Optimizer.mp4
14.6 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/141 Understanding Jupyters Interface - the Notebook Dashboard.mp4
14.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/077 The Histogram.mp4
14.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/426 More on Dummy Variables A Statistical Perspective.mp4
14.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/341 MNIST The Dataset.mp4
14.0 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/153 Structuring with Indentation.mp4
13.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/387 MNIST Batching and Early Stopping.mp4
13.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/199 A1 Linearity.mp4
13.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/311 What is a Layer.mp4
13.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/218 Creating a Summary Table with P-values.mp4
12.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/189 Using Seaborn for Graphs.mp4
12.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/393 Business Case Outlining the Solution.mp4
12.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/337 Types of Basic Preprocessing.mp4
12.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/372 How to Install TensorFlow 1.mp4
11.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/143 Python 2 vs Python 3.mp4
11.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/150 Add Comments.mp4
11.8 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/401 Business Case Testing the Model.mp4
11.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/279 Errors when Adding Matrices.mp4
11.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/330 Problems with Gradient Descent.mp4
11.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/363 Business Case Testing the Model.mp4
11.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/154 Comparison Operators.mp4
10.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/264 Relationship between Clustering and Regression.mp4
10.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/176 Conditional Statements Functions and Loops.mp4
9.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/333 Learning Rate Schedules Visualized.mp4
9.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 FIFA19-post.csv
9.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 FIFA19.csv
9.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/179 Modules and Packages.mp4
8.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/163 How to Use a Function within a Function.mp4
8.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/354 Business Case Outlining the Solution.mp4
7.7 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 365-DataScience.png
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The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/008 365-DataScience.png
7.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/305 A Note on TensorFlow 2 Syntax.mp4
7.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/148 The Double Equality Sign.mp4
6.3 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/152 Indexing Elements.mp4
6.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/185 Geometrical Representation of the Linear Regression Model.mp4
5.4 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/149 How to Reassign Values.mp4
4.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/151 Understanding Line Continuation.mp4
2.5 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/143 Python-Introduction-Course-Notes.pdf
2.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/144 Python-Introduction-Course-Notes.pdf
2.1 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/119 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx
1.9 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/118 3.17.Practical-example.Confidence-intervals-lesson.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/119 3.17.Practical-example.Confidence-intervals-exercise.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/126 Online-p-value-calculator.pdf
1.2 MB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/311 Course-Notes-Section-6.pdf
958.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/312 Course-Notes-Section-6.pdf
958.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 CDS-E7-E8-Hamilton.pdf
865.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/353 Audiobooks-data.csv
727.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Audiobooks-data.csv
727.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/120 Course-notes-hypothesis-testing.pdf
672.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/122 Course-notes-hypothesis-testing.pdf
672.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/297 Shortcuts-for-Jupyter.pdf
634.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 Shortcuts-for-Jupyter.pdf
634.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Shortcuts-for-Jupyter.pdf
634.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Course-Notes-Section-2.pdf
592.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Course-Notes-Section-2.pdf
592.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/14 Part 3 Statistics/070 Course-notes-descriptive-statistics.pdf
493.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/071 Course-notes-descriptive-statistics.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/052 Course-Notes-Probability-Distributions.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/040 Course-Notes-Bayesian-Inference.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/095 Course-notes-inferential-statistics.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 Course-notes-inferential-statistics.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/025 Course-Notes-Basic-Probability.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/059 Solving-Integrals.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Course-Notes-Logistic-Regression.pdf
343.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 Course-Notes-Logistic-Regression.pdf
343.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/006 365-DataScience-Diagram.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 365-DataScience-Diagram.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/069 Probability-Cheat-Sheet.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/31 Part 5 Advanced Statistical Methods in Python/182 Course-notes-regression-analysis.pdf
319.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/183 Course-notes-regression-analysis.pdf
319.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/003 FAQ-The-Data-Science-Course.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/074 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/078 Statistics-PDF-with-Excel-Solutions-that-dont-visualize-properly.pdf
296.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 Additional-Exercises-Combinatorics-Solutions.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/029 Course-Notes-Combinatorics.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/251 Course-Notes-Cluster-Analysis.pdf
213.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Course-Notes-Cluster-Analysis.pdf
213.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/034 Combinations-With-Repetition.pdf
212.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/067 Probability-in-Finance-Solutions.pdf
188.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/319 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf
186.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/093 2.13.Practical-example.Descriptive-statistics-lesson.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/094 2.13.Practical-example.Descriptive-statistics-exercise-solution.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/058 Poisson-Expected-Value-and-Variance.pdf
149.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/060 Normal-Distribution-Exp-and-Var.pdf
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 data-preprocessing-homework.pdf
137.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/094 2.13.Practical-example.Descriptive-statistics-exercise.xlsx
123.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/067 Probability-in-Finance-Homework.pdf
113.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 Additional-Exercises-Combinatorics.pdf
109.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/035 Symmetry-Explained.pdf
87.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/135 4.10.Hypothesis-testing-section-practical-example.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/136 4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/136 4.10.Hypothesis-testing-section-practical-example-exercise.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/295 GD-function-example.xlsx
43.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/074 2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/080 2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx
41.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/083 2.8.Skewness-lesson.xlsx
35.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 Absenteeism-data.csv
32.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/073 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx
31.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 Bayesian-Homework-Solutions.pdf
31.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/090 2.11.Covariance-exercise-solution.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/092 2.12.Correlation-exercise-solution.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/092 2.12.Correlation-exercise.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/445 Absenteeism-preprocessed.csv
29.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 df-preprocessed.csv
29.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 Bayesian-Homework.pdf
27.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/079 2.6.Cross-table-and-scatter-plot.xlsx
26.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/104 3.9.The-z-table.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/105 3.9.The-z-table.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/089 2.11.Covariance-lesson.xlsx
25.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/099 3.4.Standard-normal-distribution-exercise-solution.xlsx
24.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/003 Download All Resources and Important FAQ.html
22.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/093 Practical Example Descriptive Statistics.en.srt
21.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/14 Part 3 Statistics/070 Statistics-Glossary.xlsx
20.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/090 2.11.Covariance-exercise.xlsx
20.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 Daily-Views-post.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/071 Glossary.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 A Practical Example of Probability Distributions.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/084 2.8.Skewness-exercise-solution.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/242 Bank-data.csv
20.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/245 Bank-data.csv
20.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/247 Bank-data.csv
20.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/250 Bank-data.csv
20.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 3.2.What-is-a-distribution-lesson.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/051 A Practical Example of Bayesian Inference.en.srt
19.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/077 2.5.The-Histogram-lesson.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/078 2.5.The-Histogram-exercise-solution.xlsx
17.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/080 2.6.Cross-table-and-scatter-plot-exercise.xlsx
16.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/108 3.11.The-t-table.xlsx
16.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/109 3.11.The-t-table.xlsx
16.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 Customers-Membership-post.xlsx
16.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/078 2.5.The-Histogram-exercise.xlsx
15.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/074 2.3.Categorical-variables.Visualization-techniques-exercise.xlsx
15.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/226 Practical Example Linear Regression (Part 1).en.srt
15.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/146 Python Strings.en.srt
14.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/127 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx
14.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/130 4.7.Test-for-the-mean.Dependent-samples-exercise-solution.xlsx
14.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/112 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise-solution.xlsx
14.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/039 A Practical Example of Combinatorics.en.srt
14.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/112 3.13.Confidence-intervals.Two-means.Dependent-samples-exercise.xlsx
14.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/118 Practical Example Inferential Statistics.en.srt
14.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/395 Business Case Preprocessing.en.srt
13.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/158 The ELIF Statement.en.srt
13.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/076 2.4.Numerical-variables.Frequency-distribution-table-exercise-solution.xlsx
13.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/130 4.7.Test-for-the-mean.Dependent-samples-exercise.xlsx
13.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/128 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx
12.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/088 2.10.Standard-deviation-and-coefficient-of-variation-exercise-solution.xlsx
12.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/356 Business Case Preprocessing the Data.en.srt
12.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/099 3.4.Standard-normal-distribution-exercise.xlsx
12.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/007 Continuing with BI ML and AI.en.srt
12.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/283 Why is Linear Algebra Useful.en.srt
12.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/088 2.10.Standard-deviation-and-coefficient-of-variation-exercise.xlsx
11.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/231 Practical Example Linear Regression (Part 4).en.srt
11.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/075 2.4.Numerical-variables.Frequency-distribution-table-lesson.xlsx
11.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/134 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx
11.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/082 2.7.Mean-median-and-mode-exercise-solution.xlsx
11.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/128 4.6.Test-for-the-mean.Population-variance-unknown-exercise.xlsx
11.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/132 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx
11.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/125 4.4.Test-for-the-mean.Population-variance-known-exercise-solution.xlsx
11.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/104 3.9.Population-variance-known-z-score-lesson.xlsx
11.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/105 3.9.Population-variance-known-z-score-exercise-solution.xlsx
11.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/109 3.11.Population-variance-unknown-t-score-exercise-solution.xlsx
11.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/086 2.9.Variance-exercise-solution.xlsx
11.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/125 4.4.Test-for-the-mean.Population-variance-known-exercise.xlsx
11.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/017 Techniques for Working with Traditional Methods.en.srt
11.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/087 2.10.Standard-deviation-and-coefficient-of-variation-lesson.xlsx
11.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/124 4.4.Test-for-the-mean.Population-variance-known-lesson.xlsx
11.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/082 2.7.Mean-median-and-mode-exercise.xlsx
11.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/300 Basic NN Example (Part 4).en.srt
11.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/105 3.9.Population-variance-known-z-score-exercise.xlsx
11.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/086 2.9.Variance-exercise.xlsx
11.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/392 Business Case Getting Acquainted with the Dataset.en.srt
11.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/108 3.11.Population-variance-unknown-t-score-lesson.xlsx
11.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/132 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx
11.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/353 Business Case Exploring the Dataset and Identifying Predictors.en.srt
10.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/006 Business Analytics Data Analytics and Data Science An Introduction.en.srt
10.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/011 Techniques for Working with Traditional Data.en.srt
10.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/109 3.11.Population-variance-unknown-t-score-exercise.xlsx
10.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/233 Practical Example Linear Regression (Part 5).en.srt
10.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/134 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx
10.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/020 Types of Machine Learning.en.srt
10.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/081 2.7.Mean-median-and-mode-lesson.xlsx
10.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/111 3.13.Confidence-intervals.Two-means.Dependent-samples-lesson.xlsx
10.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/406 Taking a Closer Look at APIs.en.srt
10.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/098 3.4.Standard-normal-distribution-lesson.xlsx
10.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/259 Categorical.csv
10.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/422 Obtaining Dummies from a Single Feature.en.srt
10.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/388 MNIST Learning.en.srt
10.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/114 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise-solution.xlsx
10.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/085 2.9.Variance-lesson.xlsx
10.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/427 Classifying the Various Reasons for Absence.en.srt
10.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/466 Analyzing Age vs Probability in Tableau.en.srt
10.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/067 Probability in Finance.en.srt
10.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/113 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-lesson.xlsx
10.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/167 Lists.en.srt
10.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/114 3.14.Confidence-intervals.Two-means.Independent-samples-Part-1-exercise.xlsx
10.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/104 Confidence Intervals Population Variance Known Z-score.en.srt
10.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/116 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise-solution.xlsx
10.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/129 4.7.Test-for-the-mean.Dependent-samples-lesson.xlsx
10.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 Customers-Membership.xlsx
9.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/131 4.8.Test-for-the-mean.Independent-samples-Part-1-lesson.xlsx
9.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/225 Train - Test Split Explained.en.srt
9.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/256 A Simple Example of Clustering.en.srt
9.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/468 Analyzing Reasons vs Probability in Tableau.en.srt
9.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/066 Daily-Views.xlsx
9.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/115 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-lesson.xlsx
9.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/282 Dot Product of Matrices.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/084 2.8.Skewness-exercise.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/053 Types of Probability Distributions.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/133 4.9.Test-for-the-mean.Independent-samples-Part-2-lesson.xlsx
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/346 MNIST Preprocess the Data - Shuffle and Batch.en.srt
9.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/266 Market Segmentation with Cluster Analysis (Part 2).en.srt
9.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/116 3.15.Confidence-intervals.Two-means.Independent-samples-Part-2-exercise.xlsx
9.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/384 MNIST Model Outline.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/03 The Field of Data Science - Connecting the Data Science Disciplines/009 Applying Traditional Data Big Data BI Traditional Data Science and ML.en.srt
9.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/161 How to Create a Function with a Parameter.en.srt
9.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/025 The Basic Probability Formula.en.srt
9.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/140 Installing Python and Jupyter.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/019 Machine Learning (ML) Techniques.en.srt
8.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/122 Rejection Region and Significance Level.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/059 Characteristics of Continuous Distributions.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/015 Business Intelligence (BI) Techniques.en.srt
8.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/405 What are Data Connectivity APIs and Endpoints.en.srt
8.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/135 Practical Example Hypothesis Testing.en.srt
8.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/295 Optimization Algorithm 1-Parameter Gradient Descent.en.srt
8.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/068 Probability in Statistics.en.srt
8.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/171 Dictionaries.en.srt
8.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/437 Analyzing the Dates from the Initial Data Set.en.srt
8.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/446 Creating the Targets for the Logistic Regression.en.srt
8.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/168 Using Methods.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/057 Discrete Distributions The Binomial Distribution.en.srt
8.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/250 Bank-data-testing.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/257 Countries-exercise.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/261 Countries-exercise.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/389 MNIST Results and Testing.en.srt
8.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/204 Dealing with Categorical Data - Dummy Variables.en.srt
8.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/124 Test for the Mean. Population Variance Known.en.srt
8.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/449 Splitting the Data for Training and Testing.en.srt
8.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/111 Confidence intervals. Two means. Dependent samples.en.srt
8.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/227 Practical Example Linear Regression (Part 2).en.srt
8.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/438 Extracting the Month Value from the Date Column.en.srt
8.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/350 MNIST Learning.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/379 Basic NN Example with TF Model Output.en.srt
8.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/177 How to Iterate over Dictionaries.en.srt
8.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/187 First Regression in Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/452 Interpreting the Coefficients for Our Problem.en.srt
8.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/307 Outlining the Model with TensorFlow 2.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/361 Business Case Setting an Early Stopping Mechanism.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/418 Dropping a Column from a DataFrame in Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/142 Prerequisites for Coding in the Jupyter Notebooks.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/397 Creating a Data Provider.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/220 Feature Scaling (Standardization).en.srt
7.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/174 Lists with the range() Function.en.srt
7.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/156 The IF Statement.en.srt
7.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/052 Fundamentals of Probability Distributions.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/085 Variance.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/463 Deploying the absenteeism_module - Part II.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/195 Adjusted R-Squared.en.srt
7.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/265 Market Segmentation with Cluster Analysis (Part 1).en.srt
7.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/296 Optimization Algorithm n-Parameter Gradient Descent.en.srt
7.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/175 Conditional Statements and Loops.en.srt
7.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/450 Fitting the Model and Assessing its Accuracy.en.srt
7.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/260 How to Choose the Number of Clusters.en.srt
7.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/377 Basic NN Example with TF Inputs Outputs Targets Weights Biases.en.srt
7.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/271 Dendrogram.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/209 Simple Linear Regression with sklearn.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/06 The Field of Data Science - Popular Data Science Tools/022 Necessary Programming Languages and Software Used in Data Science.en.srt
7.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/221 Feature Selection through Standardization of Weights.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/454 Interpreting the Coefficients of the Logistic Regression.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/470 Analyzing Transportation Expense vs Probability in Tableau.en.srt
7.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/348 MNIST Outline the Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/050 Bayes Law.en.srt
7.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/183 The Linear Regression Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/414 Checking the Content of the Data Set.en.srt
7.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/120 Null vs Alternative Hypothesis.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/138 Why Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/398 Business Case Model Outline.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/170 Tuples.en.srt
7.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/137 Introduction to Programming.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/325 Early Stopping or When to Stop Training.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/298 Basic NN Example (Part 2).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/028 Events and Their Complements.en.srt
6.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/408 Software Integration - Explained.en.srt
6.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/313 Digging into a Deep Net.en.srt
6.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/210 Simple Linear Regression with sklearn - A StatsModels-like Summary Table.en.srt
6.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/026 Computing Expected Values.en.srt
6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/079 Cross Tables and Scatter Plots.en.srt
6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/201 A3 Normality and Homoscedasticity.en.srt
6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/216 Feature Selection (F-regression).en.srt
6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/255 K-Means Clustering.en.srt
6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/13 Probability - Probability in Other Fields/069 Probability in Data Science.en.srt
6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/004 Data Science and Business Buzzwords Why are there so Many.en.srt
6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/451 Creating a Summary Table with the Coefficients and Intercept.en.srt
6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/087 Standard Deviation and Coefficient of Variation.en.srt
6.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/399 Business Case Optimization.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/172 For Loops.en.srt
6.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/193 R-Squared.en.srt
6.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/058 Discrete Distributions The Poisson Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/249 Testing the Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/04 The Field of Data Science - The Benefits of Each Discipline/010 The Reason Behind These Disciplines.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/456 Testing the Model We Created.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/368 An overview of CNNs.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/162 Defining a Function in Python - Part II.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/09 Part 2 Probability/027 Frequency.en.srt
6.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/267 How is Clustering Useful.en.srt
6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/302 How to Install TensorFlow 2.0.en.srt
6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/001 A Practical Example What You Will Learn in This Course.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/272 Heatmaps.en.srt
6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/190 How to Interpret the Regression Table.en.srt
6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/073 Categorical Variables - Visualization Techniques.en.srt
6.5 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/157 The ELSE Statement.en.srt
6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/344 MNIST Preprocess the Data - Create a Validation Set and Scale It.en.srt
6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/214 Calculating the Adjusted R-Squared in sklearn.en.srt
6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/360 Business Case Learning and Interpreting the Result.en.srt
6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/129 Test for the Mean. Dependent Samples.en.srt
6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/252 Some Examples of Clusters.en.srt
6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/308 Interpreting the Result and Extracting the Weights and Bias.en.srt
6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/159 A Note on Boolean Values.en.srt
6.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/239 Example-bank-data.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/110 Margin of Error.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/276 Arrays in Python - A Convenient Way To Represent Matrices.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/178 Object Oriented Programming.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/113 Confidence intervals. Two means. Independent Samples (Part 1).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/144 Variables.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/352 MNIST Testing the Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/338 Standardization.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/071 Types of Data.en.srt
6.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/332 Learning Rate Schedules or How to Choose the Optimal Learning Rate.en.srt
6.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/404 What are Data Servers Clients Requests and Responses.en.srt
6.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/173 While Loops and Incrementing.en.srt
6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/285 Introduction to Neural Networks.en.srt
6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/263 To Standardize or not to Standardize.en.srt
6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/096 What is a Distribution.en.srt
6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/421 Analyzing the Reasons for Absence.en.srt
6.0 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/236 A Simple Example in Python.en.srt
5.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/155 Logical and Identity Operators.en.srt
5.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/127 Test for the Mean. Population Variance Unknown.en.srt
5.9 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/081 Mean median and mode.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/108 Confidence Intervals Population Variance Unknown T-score.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/442 Working on Education Children and Pets.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/013 Techniques for Working with Big Data.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/123 Type I Error and Type II Error.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/100 Central Limit Theorem.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/186 Python Packages Installation.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/460 Preparing the Deployment of the Model through a Module.en.srt
5.8 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/034 Solving Combinations.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/222 Predicting with the Standardized Coefficients.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/320 What is Overfitting.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/457 Saving the Model and Preparing it for Deployment.en.srt
5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/241 Understanding Logistic Regression Tables.en.srt
5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/169 List Slicing.en.srt
5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/043 Union of Sets.en.srt
5.7 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/131 Test for the mean. Independent Samples (Part 1).en.srt
5.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/56 Software Integration/407 Communication between Software Products through Text Files.en.srt
5.6 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/14 Part 3 Statistics/070 Population and Sample.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/290 The Linear model with Multiple Inputs and Multiple Outputs.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/409 Game Plan for this Python SQL and Tableau Business Exercise.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/244 Binary Predictors in a Logistic Regression.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/106 Confidence Interval Clarifications.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/280 Transpose of a Matrix.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/160 Defining a Function in Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/402 Business Case A Comment on the Homework.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/08 The Field of Data Science - Debunking Common Misconceptions/024 Debunking Common Misconceptions.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/061 Continuous Distributions The Standard Normal Distribution.en.srt
5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/294 Common Objective Functions Cross-Entropy Loss.en.srt
5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/315 Activation Functions.en.srt
5.4 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/200 A2 No Endogeneity.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/455 Backward Elimination or How to Simplify Your Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/303 TensorFlow Outline and Comparison with Other Libraries.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/287 Types of Machine Learning.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/365 Summary on What Youve Learned.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/334 Adaptive Learning Rate Schedules (AdaGrad and RMSprop ).en.srt
5.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/374 TensorFlow Intro.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/386 Calculating the Accuracy of the Model.en.srt
5.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/133 Test for the mean. Independent Samples (Part 2).en.srt
5.3 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/370 An Overview of non-NN Approaches.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/008 A Breakdown of our Data Science Infographic.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/002 What Does the Course Cover.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/02 The Field of Data Science - The Various Data Science Disciplines/005 What is the difference between Analysis and Analytics.en.srt
5.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/428 Using .concat() in Python.en.srt
5.2 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/040 Sets and Events.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/126 p-value.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/453 Standardizing only the Numerical Variables (Creating a Custom Scaler).en.srt
5.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/065 Continuous Distributions The Logistic Distribution.en.srt
5.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/248 Underfitting and Overfitting.en.srt
5.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/046 The Conditional Probability Formula.en.srt
5.1 kB
The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/089 Covariance.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/202 A4 No Autocorrelation.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/097 The Normal Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/322 What is Validation.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/237 Logistic vs Logit Function.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/378 Basic NN Example with TF Loss Function and Gradient Descent.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/181 Importing Modules in Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/329 Stochastic Gradient Descent.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/340 Binary and One-Hot Encoding.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/251 Introduction to Cluster Analysis.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/243 What do the Odds Actually Mean.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/060 Continuous Distributions The Normal Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/462 Deploying the absenteeism_module - Part I.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/091 Correlation Coefficient.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/358 Business Case Load the Preprocessed Data.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/153 Structuring with Indentation.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/270 Types of Clustering.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/139 Why Jupyter.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/41 Part 7 Deep Learning/284 What to Expect from this Part.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/049 The Multiplication Law.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/203 A5 No Multicollinearity.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/262 Pros and Cons of K-Means Clustering.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/445 Exploring the Problem with a Machine Learning Mindset.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/072 Levels of Measurement.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/033 Solving Variations without Repetition.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/115 Confidence intervals. Two means. Independent Samples (Part 2).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/355 Business Case Balancing the Dataset.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/07 The Field of Data Science - Careers in Data Science/023 Finding the Job - What to Expect and What to Look for.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/394 The Importance of Working with a Balanced Dataset.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/439 Extracting the Day of the Week from the Date Column.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/317 Backpropagation.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/297 Basic NN Example (Part 1).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/299 Basic NN Example (Part 3).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/316 Activation Functions Softmax Activation.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/206 Making Predictions with the Linear Regression.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/041 Ways Sets Can Interact.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/075 Numerical Variables - Frequency Distribution Table.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/273 What is a Matrix.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/441 Analyzing Several Straightforward Columns for this Exercise.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/035 Symmetry of Combinations.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/286 Training the Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/281 Dot Product.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/166 Built-in Functions in Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/448 Standardizing the Data.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/324 N-Fold Cross Validation.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/213 Multiple Linear Regression with sklearn.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/191 Decomposition of Variability.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/037 Combinatorics in Real-Life The Lottery.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/411 Introducing the Data Set.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/064 Continuous Distributions The Exponential Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/107 Students T Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/246 Calculating the Accuracy of the Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/229 Practical Example Linear Regression (Part 3).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/147 Using Arithmetic Operators in Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/309 Customizing a TensorFlow 2 Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/62 Bonus Lecture/471 Bonus Lecture Next Steps.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/275 Linear Algebra and Geometry.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/030 Permutations and How to Use Them.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/254 Math Prerequisites.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/415 Introduction to Terms with Multiple Meanings.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/278 Addition and Subtraction of Matrices.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/413 Importing the Absenteeism Data in Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/318 Backpropagation Picture.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/098 The Standard Normal Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/314 Non-Linearities and their Purpose.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/288 The Linear Model (Linear Algebraic Version).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/150 Add Comments.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/336 Preprocessing Introduction.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/056 Discrete Distributions The Bernoulli Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/192 What is the OLS.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/274 Scalars and Vectors.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/57 Case Study - Whats Next in the Course/410 The Business Task.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/036 Solving Combinations with Separate Sample Spaces.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/141 Understanding Jupyters Interface - the Notebook Dashboard.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/038 A Recap of Combinatorics.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/102 Estimators and Estimates.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/328 State-of-the-Art Method - (Xavier) Glorot Initialization.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/369 An Overview of RNNs.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/416 Whats Regression Analysis - a Quick Refresher.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/145 Numbers and Boolean Values in Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/327 Types of Simple Initializations.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/447 Selecting the Inputs for the Logistic Regression.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/083 Skewness.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/434 Creating Checkpoints while Coding in Jupyter.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/304 TensorFlow 1 vs TensorFlow 2.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/269 iris-with-answers.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/382 MNIST How to Tackle the MNIST.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/277 What is a Tensor.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/323 Training Validation and Test Datasets.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/018 Real Life Examples of Traditional Methods.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/341 MNIST The Dataset.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/180 What is the Standard Library.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/385 MNIST Loss and Optimization Algorithm.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/342 MNIST How to Tackle the MNIST.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/164 Conditional Statements and Functions.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/47 Deep Learning - Initialization/326 What is Initialization.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/306 Types of File Formats Supporting TensorFlow.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/047 The Law of Total Probability.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/381 MNIST What is the MNIST Dataset.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/032 Solving Variations with Repetition.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/045 Dependence and Independence of Sets.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/224 Underfitting and Overfitting.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/376 Types of File Formats supporting Tensors.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/331 Momentum.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/207 What is sklearn and How is it Different from Other Packages.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/372 How to Install TensorFlow 1.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/194 Multiple Linear Regression.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/412 What to Expect from the Following Sections.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/335 Adam (Adaptive Moment Estimation).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/22 Part 4 Introduction to Python/143 Python 2 vs Python 3.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/238 Building a Logistic Regression.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/37 Advanced Statistical Methods - Cluster Analysis/253 Difference between Classification and Clustering.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/031 Simple Operations with Factorials.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/103 What are Confidence Intervals.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/312 What is a Deep Net.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/258 Clustering Categorical Data.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/240 An Invaluable Coding Tip.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/425 Dropping a Dummy Variable from the Data Set.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/121 Further Reading on Null and Alternative Hypothesis.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/373 A Note on Installing Packages in Anaconda.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/289 The Linear Model with Multiple Inputs.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/343 MNIST Importing the Relevant Packages and Loading the Data.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/198 OLS Assumptions.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/390 MNIST Solutions.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/349 MNIST Select the Loss and the Optimizer.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/218 Creating a Summary Table with P-values.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/077 The Histogram.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/165 Functions Containing a Few Arguments.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/458 ARTICLE - A Note on pickling.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/391 MNIST Exercises.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/400 Business Case Interpretation.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/208 How are Going to Approach this Section.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/387 MNIST Batching and Early Stopping.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/021 Real Life Examples of Machine Learning (ML).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/330 Problems with Gradient Descent.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/351 MNIST - Exercises.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/417 Using a Statistical Approach towards the Solution to the Exercise.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/062 Continuous Distributions The Students T Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/293 Common Objective Functions L2-norm Loss.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/339 Preprocessing Categorical Data.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/063 Continuous Distributions The Chi-Squared Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/048 The Additive Rule.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/055 Discrete Distributions The Uniform Distribution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/401 Business Case Testing the Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/291 Graphical Representation of Simple Neural Networks.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/46 Deep Learning - Overfitting/321 Underfitting and Overfitting for Classification.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/279 Errors when Adding Matrices.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/197 Test for Significance of the Model (F-Test).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/366 Whats Further out there in terms of Machine Learning.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/393 Business Case Outlining the Solution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/044 Mutually Exclusive Sets.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/301 Basic NN Example Exercises.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/443 Final Remarks of this Section.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/11 Probability - Bayesian Inference/042 Intersection of Sets.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/154 Comparison Operators.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/12 Probability - Distributions/054 Characteristics of Discrete Distributions.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/380 Basic NN Example with TF Exercises.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/176 Conditional Statements Functions and Loops.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/268 iris-dataset.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/269 iris-dataset.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/311 What is a Layer.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/199 A1 Linearity.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/012 Real Life Examples of Traditional Data.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/31 Part 5 Advanced Statistical Methods in Python/182 Introduction to Regression Analysis.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/188 First Regression in Python Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/264 Relationship between Clustering and Regression.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/375 Actual Introduction to TensorFlow.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/48 Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/333 Learning Rate Schedules Visualized.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/310 Basic NN with TensorFlow Exercises.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/016 Real Life Examples of Business Intelligence (BI).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/42 Deep Learning - Introduction to Neural Networks/292 What is the Objective Function.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/54 Appendix Deep Learning - TensorFlow 1 Classifying on the MNIST Dataset/383 MNIST Relevant Packages.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/184 Correlation vs Regression.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/440 EXERCISE - Removing the Date Column.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/363 Business Case Testing the Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/163 How to Use a Function within a Function.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/101 Standard error.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/354 Business Case Outlining the Solution.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/117 Confidence intervals. Two means. Independent Samples (Part 3).en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/52 Deep Learning - Conclusion/367 DeepMind and Deep Learning.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/05 The Field of Data Science - Popular Data Science Techniques/014 Real Life Examples of Big Data.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/464 Exporting the Obtained Data Set as a .csv.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/148 The Double Equality Sign.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/431 Reordering Columns in a Pandas DataFrame in Python.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/444 A Note on Exporting Your Data as a .csv File.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/419 EXERCISE - Dropping a Column from a DataFrame in Python.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/43 Deep Learning - How to Build a Neural Network from Scratch with NumPy/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/152 Indexing Elements.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/426 More on Dummy Variables A Statistical Perspective.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/228 A Note on Multicollinearity.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/185 Geometrical Representation of the Linear Regression Model.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/49 Deep Learning - Preprocessing/337 Types of Basic Preprocessing.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/095 Introduction.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/235 Introduction to Logistic Regression.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/211 A Note on Normalization.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/232 Dummy Variables - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/189 Using Seaborn for Graphs.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/469 EXERCISE - Transportation Expense vs Probability.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/45 Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/319 Backpropagation - A Peek into the Mathematics of Optimization.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/53 Appendix Deep Learning - TensorFlow 1 Introduction/371 READ ME.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/305 A Note on TensorFlow 2 Syntax.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/461 Are You Sure Youre All Set.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/086 Variance Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/433 SOLUTION - Reordering Columns in a Pandas DataFrame in Python.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/234 Linear Regression - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/10 Probability - Combinatorics/029 Fundamentals of Combinatorics.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/149 How to Reassign Values.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/403 Business Case Final Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/364 Business Case Final Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/30 Python - Advanced Python Tools/179 Modules and Packages.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/467 EXERCISE - Reasons vs Probability.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/396 Business Case Preprocessing Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/217 A Note on Calculation of P-values with sklearn.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/357 Business Case Preprocessing the Data - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/61 Case Study - Analyzing the Predicted Outputs in Tableau/465 EXERCISE - Age vs Probability.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/459 EXERCISE - Saving the Model (and Scaler).html
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The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/151 Understanding Line Continuation.en.srt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/213 1.02.Multiple-linear-regression.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/214 1.02.Multiple-linear-regression.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/40 Part 6 Mathematics/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/362 Setting an Early Stopping Mechanism - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/432 EXERCISE - Reordering Columns in a Pandas DataFrame in Python.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/429 EXERCISE - Using .concat() in Python.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/435 EXERCISE - Creating Checkpoints while Coding in Jupyter.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/423 EXERCISE - Obtaining Dummies from a Single Feature.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/430 SOLUTION - Using .concat() in Python.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/436 SOLUTION - Creating Checkpoints while Coding in Jupyter.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/420 SOLUTION - Dropping a Column from a DataFrame in Python.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/424 SOLUTION - Obtaining Dummies from a Single Feature.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/114 Confidence intervals. Two means. Independent Samples (Part 1). Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/116 Confidence intervals. Two means. Independent Samples (Part 2). Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/268 EXERCISE Species Segmentation with Cluster Analysis (Part 1).html
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/269 EXERCISE Species Segmentation with Cluster Analysis (Part 2).html
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/109 Confidence Intervals Population Variance Unknown T-score Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/105 Confidence Intervals Population Variance Known Z-score Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/18 Statistics - Inferential Statistics Confidence Intervals/112 Confidence intervals. Two means. Dependent samples Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/245 Binary Predictors in a Logistic Regression - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/132 Test for the mean. Independent Samples (Part 1). Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/134 Test for the mean. Independent Samples (Part 2). Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/242 Understanding Logistic Regression Tables - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/088 Standard Deviation and Coefficient of Variation Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/345 MNIST Preprocess the Data - Scale the Test Data - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/128 Test for the Mean. Population Variance Unknown Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/347 MNIST Preprocess the Data - Shuffle and Batch - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/125 Test for the Mean. Population Variance Known Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/261 How to Choose the Number of Clusters - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/215 Calculating the Adjusted R-Squared in sklearn - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/16 Statistics - Practical Example Descriptive Statistics/094 Practical Example Descriptive Statistics Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/19 Statistics - Practical Example Inferential Statistics/119 Practical Example Inferential Statistics Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/359 Business Case Load the Preprocessed Data - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/239 Building a Logistic Regression - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/257 A Simple Example of Clustering - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/20 Statistics - Hypothesis Testing/130 Test for the Mean. Dependent Samples Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/21 Statistics - Practical Example Hypothesis Testing/136 Practical Example Hypothesis Testing Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/38 Advanced Statistical Methods - K-Means Clustering/259 Clustering Categorical Data - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/212 Simple Linear Regression with sklearn - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/230 Dummies and Variance Inflation Factor - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/247 Calculating the Accuracy of the Model.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/205 Dealing with Categorical Data - Dummy Variables.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/17 Statistics - Inferential Statistics Fundamentals/099 The Standard Normal Distribution Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/080 Cross Tables and Scatter Plots Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/223 Feature Scaling (Standardization) - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/36 Advanced Statistical Methods - Logistic Regression/250 Testing the Model - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/092 Correlation Coefficient Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/219 Multiple Linear Regression - Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/074 Categorical Variables Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/196 Multiple Linear Regression Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/082 Mean Median and Mode Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/076 Numerical Variables Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/090 Covariance Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/078 Histogram Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/15 Statistics - Descriptive Statistics/084 Skewness Exercise.html
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The Data Science Course 2020 - Complete Data Science Bootcamp/51 Deep Learning - Business Case Example/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/209 1.01.Simple-linear-regression.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/34 Advanced Statistical Methods - Linear Regression with sklearn/210 1.01.Simple-linear-regression.csv
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The Data Science Course 2020 - Complete Data Science Bootcamp/55 Appendix Deep Learning - TensorFlow 1 Business Case/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/27 Python - Python Functions/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/50 Deep Learning - Classifying on the MNIST Dataset/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/59 Case Study - Applying Machine Learning to Create the absenteeism_module/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/35 Advanced Statistical Methods - Practical Example Linear Regression/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/24 Python - Basic Python Syntax/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/29 Python - Iterations/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/58 Case Study - Preprocessing the Absenteeism_data/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/33 Advanced Statistical Methods - Multiple Linear Regression with StatsModels/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/44 Deep Learning - TensorFlow 2.0 Introduction/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/28 Python - Sequences/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/26 Python - Conditional Statements/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/23 Python - Variables and Data Types/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/60 Case Study - Loading the absenteeism_module/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/25 Python - Other Python Operators/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/32 Advanced Statistical Methods - Linear Regression with StatsModels/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/ReadMe.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/ReadMe.txt
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ReadMe.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/62 Bonus Lecture/ReadMe.txt
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Visit Coursedrive.org.url
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The Data Science Course 2020 - Complete Data Science Bootcamp/Visit Coursedrive.org.url
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The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/Visit Coursedrive.org.url
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The Data Science Course 2020 - Complete Data Science Bootcamp/62 Bonus Lecture/Visit Coursedrive.org.url
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The Data Science Course 2020 - Complete Data Science Bootcamp/01 Part 1 Introduction/external-assets-links.txt
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The Data Science Course 2020 - Complete Data Science Bootcamp/39 Advanced Statistical Methods - Other Types of Clustering/external-assets-links.txt
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