udemy data science machine learning -移花宫 -武林禁地，闲人禁止入内

[GigaCourse.Com] Udemy - 2022 Python for Machine Learning & Data Science Masterclass

23 - Hierarchical Clustering/004 Hierarchical Clustering - Coding Part Two - Scikit-Learn.mp4 219.4 MB
05 - Pandas/028 Pandas Project Exercise Solutions.mp4 180.9 MB
13 - Logistic Regression/016 Logistic Regression Project Exercise - Solutions.mp4 169.1 MB
08 - Data Analysis and Visualization Capstone Project Exercise/004 Capstone Project Solutions - Part Three.mp4 144.1 MB
17 - Random Forests/007 Coding Classification with Random Forest Classifier - Part Two.mp4 136.7 MB
19 - Supervised Learning Capstone Project/003 Solution Walkthrough - Supervised Learning Project - Cohort Analysis.mp4 136.5 MB
05 - Pandas/026 Pandas Pivot Tables.mp4 135.4 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/007 DBSCAN - Outlier Project Exercise Solutions.mp4 134.1 MB
25 - PCA - Principal Component Analysis and Manifold Learning/007 PCA - Project Exercise Solution.mp4 125.3 MB
11 - Feature Engineering and Data Preparation/005 Dealing with Missing Data _ Part Two - Filling or Dropping data based on Rows.mp4 123.3 MB
16 - Tree Based Methods_ Decision Tree Learning/008 Coding Decision Trees - Part Two -Creating the Model.mp4 121.4 MB
23 - Hierarchical Clustering/003 Hierarchical Clustering - Coding Part One - Data and Visualization.mp4 120.6 MB
19 - Supervised Learning Capstone Project/004 Solution Walkthrough - Supervised Learning Project - Tree Models.mp4 119.8 MB
07 - Seaborn Data Visualizations/002 Scatterplots with Seaborn.mp4 116.7 MB
08 - Data Analysis and Visualization Capstone Project Exercise/002 Capstone Project Solutions - Part One.mp4 116.0 MB
26 - Model Deployment/003 Model Persistence.mp4 115.1 MB
24 - DBSCAN - Density-based spatial clustering of applications with noise/002 DBSCAN - Theory and Intuition.mp4 114.4 MB
22 - K-Means Clustering/011 K-Means Clustering Exercise Solution - Part Two.mp4 113.5 MB
08 - Data Analysis and Visualization Capstone Project Exercise/003 Capstone Project Solutions - Part Two.mp4 111.3 MB
19 - Supervised Learning Capstone Project/002 Solution Walkthrough - Supervised Learning Project - Data and EDA.mp4 111.3 MB

[磁力链接] 添加时间:2023-12-19 大小:12.3 GB 最近下载:2025-10-31 热度:3275

[FreeTutorials.Us] Udemy - data-science-and-machine-learning-with-python-hands-on

01 Getting Started/001 Introduction.mp4 29.1 MB
01 Getting Started/001 Introduction-subtitle-en.srt 5.0 kB
01 Getting Started/002 [Activity] Getting What You Need.mp4 10.0 MB
01 Getting Started/002 [Activity] Getting What You Need-subtitle-en.srt 4.9 kB
01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4 42.5 MB
01 Getting Started/003 [Activity] Installing Enthought Canopy-subtitle-en.srt 9.7 kB
01 Getting Started/004 Python Basics_ Part 1.mp4 46.1 MB
01 Getting Started/004 Python Basics_ Part 1-subtitle-en.srt 34.5 kB
01 Getting Started/005 [Activity] Python Basics_ Part 2.mp4 29.8 MB
01 Getting Started/005 [Activity] Python Basics_ Part 2-subtitle-en.srt 20.3 kB
01 Getting Started/006 Running Python Scripts.mp4 22.6 MB
01 Getting Started/006 Running Python Scripts-subtitle-en.srt 8.8 kB
01 Getting Started/007 Introducing the Pandas Library.mp4 45.4 MB
01 Getting Started/007 Introducing the Pandas Library-subtitle-en.srt 18.4 kB
01 Getting Started/external_links.txt 146 Bytes
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4 35.8 MB
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data-subtitle-en.srt 15.8 kB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode.mp4 29.5 MB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode-subtitle-en.srt 12.6 kB
02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4 40.9 MB

[磁力链接] 添加时间:2018-01-30 大小:3.3 GB 最近下载:2025-10-31 热度:1936

[GigaCourse.com] Udemy - Complete Linear Algebra for Data Science & Machine Learning

04 Matrices and Systems of Linear Equations/024 Row Echelon Form (REF).mp4 187.9 MB
04 Matrices and Systems of Linear Equations/023 Elementary Row Operations.mp4 171.1 MB
04 Matrices and Systems of Linear Equations/020 The Online Matrix Calculator A FREE Tool.mp4 88.2 MB
03 Basics of Matrices (Continued)/012 Multiplication of two Matrices.mp4 85.6 MB
07 Inverse of a Matrix/042 Inverse of a 3x3 Matrix - Gauss-Jordan Elimination Method.mp4.part 72.8 MB
06 Determinant of a Matrix/033 Determinant of a 3x3 Matrix.mp4 72.3 MB
04 Matrices and Systems of Linear Equations/025 Reduced Row Echelon Form (RREF).mp4 70.8 MB
07 Inverse of a Matrix/041 Inverse of a 3x3 Matrix - The Co-factor Method.mp4 69.1 MB
02 Basics of Matrices/006 Solving Linear Systems in 2 Unknowns - 005.mp4 57.2 MB
03 Basics of Matrices (Continued)/019 SUMMARY.mp4 57.1 MB
01 Welcome and Introduction/001 Welcome and Introduction.mp4 51.5 MB
03 Basics of Matrices (Continued)/016 Using Matrices to Solve Simultaneous Linear Equations.mp4 45.4 MB
03 Basics of Matrices (Continued)/017 EXAMPLE - Using Matrices to Solve Simultaneous Linear Equations.mp4 39.9 MB
05 Matrix Algebra and Operations/029 Matrix Algebra - Matrix Multiplication.mp4 35.0 MB
07 Inverse of a Matrix/038 Importance of Inverse in solving Linear Systems.mp4 33.6 MB
02 Basics of Matrices/007 Solving Linear Systems in 3 Unknowns - 006.mp4 31.5 MB
06 Determinant of a Matrix/032 Determinant of a 2x2 Matrix.mp4 31.1 MB
03 Basics of Matrices (Continued)/010 Addition and Subtraction of Matrices.mp4 30.0 MB
03 Basics of Matrices (Continued)/009 Types of Matrices.mp4 27.8 MB
04 Matrices and Systems of Linear Equations/021 Systems of Linear Equations.mp4 23.5 MB

[磁力链接] 添加时间:2021-03-18 大小:1.5 GB 最近下载:2025-10-31 热度:2259

[ DevCourseWeb.com ] Udemy - Applied Physics for Data Science and Machine Learning

~Get Your Files Here !/02 - A Brief Introduction to Applied Physics/002 Vectors and Scalars + Trigonometry.mp4 798.6 MB
~Get Your Files Here !/05 - Types of Motion, Theories on Light, Interference, Diffraction and Polarization/001 Types of Motion, Theories on Light, Interference, Diffraction and Polarization.mp4 365.3 MB
~Get Your Files Here !/02 - A Brief Introduction to Applied Physics/001 Properties of Matters.mp4 225.5 MB
~Get Your Files Here !/03 - Heat and Thermodynamic/003 Laws of Thermodynamic and Entropy + Thermodynamic Equilibrium.mp4 168.1 MB
~Get Your Files Here !/02 - A Brief Introduction to Applied Physics/005 Viscosity and Surface Tension.mp4 162.0 MB
~Get Your Files Here !/03 - Heat and Thermodynamic/001 A Brief Introductory Lecture on Heat.mp4 159.0 MB
~Get Your Files Here !/07 - Electricity and Magnetism/001 A Brief Discussion on Electricity and Magnetism.mp4 150.0 MB
~Get Your Files Here !/03 - Heat and Thermodynamic/002 Latent Heat and Temperature.mp4 125.4 MB
~Get Your Files Here !/02 - A Brief Introduction to Applied Physics/003 Types of Flowing Fluids.mp4 107.0 MB
~Get Your Files Here !/02 - A Brief Introduction to Applied Physics/004 Bernoulli's Equations.mp4 80.6 MB
~Get Your Files Here !/04 - Waves and Oscillation/001 Defining Simple Harmonic Motion and Finding The Mathematical results in SHM.mp4 67.4 MB
~Get Your Files Here !/02 - A Brief Introduction to Applied Physics/006 Methods to Determined the Surface Tension and What is Surface Energy.mp4 66.8 MB
~Get Your Files Here !/06 - Reflection and Refraction/002 Reflection and Refraction.mp4 54.1 MB
~Get Your Files Here !/06 - Reflection and Refraction/001 Definition of Reflection and Refraction.mp4 20.9 MB
~Get Your Files Here !/01 - Introduction/001 Introduction.mp4 12.4 MB
~Get Your Files Here !/05 - Types of Motion, Theories on Light, Interference, Diffraction and Polarization/001 Types of Motion, Theories on Light, Interference, Diffraction and Polarization_en.vtt 55.2 kB
~Get Your Files Here !/07 - Electricity and Magnetism/001 A Brief Discussion on Electricity and Magnetism_en.vtt 34.0 kB
~Get Your Files Here !/02 - A Brief Introduction to Applied Physics/002 Vectors and Scalars + Trigonometry_en.vtt 32.3 kB
~Get Your Files Here !/03 - Heat and Thermodynamic/003 Laws of Thermodynamic and Entropy + Thermodynamic Equilibrium_en.vtt 31.9 kB
~Get Your Files Here !/03 - Heat and Thermodynamic/001 A Brief Introductory Lecture on Heat_en.vtt 28.2 kB

[磁力链接] 添加时间:2022-02-01 大小:2.6 GB 最近下载:2025-10-31 热度:2081

[FreeCourseSite.com] Udemy - Machine Learning, Data Science and Deep Learning with Python

2. Statistics and Probability Refresher, and Python Practice/9. [Activity] Advanced Visualization with Seaborn.mp4 155.0 MB
6. More Data Mining and Machine Learning Techniques/2. [Activity] Using KNN to predict a rating for a movie.mp4 149.0 MB
10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4 148.5 MB
8. Apache Spark Machine Learning on Big Data/8. Introduction to Decision Trees in Spark.mp4 140.5 MB
5. Recommender Systems/5. [Activity] Making Movie Recommendations with Item-Based Collaborative Filtering.mp4 139.0 MB
6. More Data Mining and Machine Learning Techniques/6. Reinforcement Learning.mp4 138.7 MB
7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4 135.7 MB
2. Statistics and Probability Refresher, and Python Practice/8. [Activity] A Crash Course in matplotlib.mp4 135.6 MB
10. Deep Learning and Neural Networks/18. The Ethics of Deep Learning.mp4 134.5 MB
2. Statistics and Probability Refresher, and Python Practice/11. [Exercise] Conditional Probability.mp4 131.2 MB
1. Getting Started/11. Introducing the Pandas Library [Optional].mp4 129.1 MB
10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 1.mp4 124.0 MB
8. Apache Spark Machine Learning on Big Data/9. [Activity] K-Means Clustering in Spark.mp4 123.6 MB
2. Statistics and Probability Refresher, and Python Practice/10. [Activity] Covariance and Correlation.mp4 122.4 MB
10. Deep Learning and Neural Networks/15. [Activity] Transfer Learning.mp4 120.9 MB
2. Statistics and Probability Refresher, and Python Practice/7. [Activity] Percentiles and Moments.mp4 119.6 MB
8. Apache Spark Machine Learning on Big Data/4. [Activity] Installing Spark - Part 2.mp4 117.4 MB
2. Statistics and Probability Refresher, and Python Practice/4. [Activity] Variation and Standard Deviation.mp4 116.2 MB
6. More Data Mining and Machine Learning Techniques/4. [Activity] PCA Example with the Iris data set.mp4 115.1 MB
5. Recommender Systems/3. [Activity] Finding Movie Similarities using Cosine Similarity.mp4 113.1 MB

[磁力链接] 添加时间:2021-03-11 大小:8.2 GB 最近下载:2025-10-31 热度:1316

Udemy - Math 0-1 Probability for Data Science & Machine Learning (2.2025)

5 - More About Probability Distributions and Random Variables/23 -Exercise Sums of Jointly Normal Random Variables (Optional).mp4 450.8 MB
5 - More About Probability Distributions and Random Variables/21 -Multidimensional Change of Variables (Continuous).mp4 219.9 MB
10 - Advanced and Other Topics/4 -Why Does the Normal Distribution Integrate to 1.mp4 187.4 MB
11 - Setting Up Your Environment (AppendixFAQ by Student Request)/2 -Anaconda Environment Setup.mp4 183.9 MB
6 - Expectation and Expected Values/11 -Covariance and Correlation.mp4 170.1 MB
5 - More About Probability Distributions and Random Variables/11 -Conditional Distributions and Bayes' Rule.mp4 161.1 MB
11 - Setting Up Your Environment (AppendixFAQ by Student Request)/3 -How to Install Numpy, Scipy, Matplotlib, Pandas, PyTorch, and TensorFlow.mp4 154.4 MB
2 - Probability Basics/12 -Bayes' Rule Example.mp4 152.6 MB
5 - More About Probability Distributions and Random Variables/7 -Change of Variables (Functions of Random Variables) pt 2.mp4 151.2 MB
6 - Expectation and Expected Values/12 -Exercise Covariance and Correlation of Bivariate Normal.mp4 151.2 MB
3 - Random Variables and Probability Distributions/3 -The Bernoulli Distribution.mp4 149.3 MB
6 - Expectation and Expected Values/2 -Expected Value and Mean.mp4 141.5 MB
4 - Continuous Random Variables and Probability Density Functions/2 -Continuous Random Variables and Continuous Distributions.mp4 137.3 MB
5 - More About Probability Distributions and Random Variables/13 -Independence.mp4 136.2 MB
5 - More About Probability Distributions and Random Variables/25 -CDFs and Multiple Random Variables Section Summary.mp4 133.8 MB
3 - Random Variables and Probability Distributions/5 -The Binomial Distribution.mp4 132.9 MB
9 - Limit Theorems/8 -Central Limit Theorem.mp4 132.8 MB
9 - Limit Theorems/9 -LLN and CLT in Python.mp4 132.0 MB
2 - Probability Basics/15 -Probability Tree Diagrams.mp4 130.0 MB
7 - Generating Functions/11 -Moment Generating Functions for Random Vectors.mp4 125.0 MB

[磁力链接] 添加时间:2025-07-02 大小:10.7 GB 最近下载:2025-10-31 热度:472

Udemy - Machine Learning & Data Science The Complete Visual Guide (6.2025)

04. Preliminary Data QA/9. CASE STUDY Preliminary QA.mp4 160.0 MB
18. Clustering & Segmentation/6. CASE STUDY K-Means.mp4 96.4 MB
13. Regression Modeling 101/8. CASE STUDY Non-Linear Regression.mp4 86.7 MB
09. Classification Models/4. CASE STUDY KNN.mp4 81.8 MB
15. Time-Series Forecasting/6. CASE STUDY Seasonality with One-Hot Encoding.mp4 70.3 MB
15. Time-Series Forecasting/8. CASE STUDY Seasonality with Linear Trend.mp4 62.6 MB
15. Time-Series Forecasting/14. CASE STUDY Intervention Analysis.mp4 61.5 MB
20. Outlier Detection/5. CASE STUDY Cross-Sectional Outlier.mp4 60.2 MB
19. Association Mining & Basket Analysis/8. CASE STUDY Apriori.mp4 50.4 MB
05. Univariate Profiling/10. CASE STUDY Normal Distribution.mp4 48.3 MB
09. Classification Models/21. CASE STUDY Logistic Regression.mp4 41.2 MB
09. Classification Models/14. CASE STUDY Decision Trees.mp4 40.9 MB
09. Classification Models/25. CASE STUDY Sentiment Analysis.mp4 40.5 MB
06. Multivariate Profiling/13. CASE STUDY Correlation.mp4 37.4 MB
06. Multivariate Profiling/3. CASE STUDY Heat Maps.mp4 31.2 MB
13. Regression Modeling 101/5. CASE STUDY Univariate Linear Regression.mp4 30.5 MB
13. Regression Modeling 101/3. Least Squared Error.mp4 29.7 MB
15. Time-Series Forecasting/10. CASE STUDY Smoothing.mp4 25.3 MB
05. Univariate Profiling/8. CASE STUDY Histograms.mp4 24.7 MB
09. Classification Models/8. CASE STUDY Naïve Bayes.mp4 23.4 MB

[磁力链接] 添加时间:2025-08-19 大小:2.1 GB 最近下载:2025-10-30 热度:149

[ DevCourseWeb.com ] Udemy - Introduction to Machine Learning for Begineers[Data-science]

~Get Your Files Here !/2. How Machine Learns/1. How Machine learns.mp4 77.6 MB
~Get Your Files Here !/5. DATA VISUALIZATION/1. Data Visualization.mp4 70.4 MB
~Get Your Files Here !/1. Complete machine learning series/1. Introduction.mp4 64.2 MB
~Get Your Files Here !/4. Introduction To Pandas/1. pandas.mp4 56.2 MB
~Get Your Files Here !/11. NAIVE BAYES/1. NAIVE BAYES THEORY.mp4 53.6 MB
~Get Your Files Here !/9. KNN Algorithm/2. KNN code.mp4 48.0 MB
~Get Your Files Here !/8. LOGISTIC REGRESSION/2. Logistic Regression code.mp4 46.7 MB
~Get Your Files Here !/6. DATA PRE-PROCESSING/1. Data Preprocessing Theory.mp4 45.9 MB
~Get Your Files Here !/9. KNN Algorithm/1. KNN THEORY.mp4 40.5 MB
~Get Your Files Here !/10. DECISION TREE/1. DECISION TREE THEORY.mp4 36.0 MB
~Get Your Files Here !/6. DATA PRE-PROCESSING/2. Data Preprocessing Code.mp4 34.7 MB
~Get Your Files Here !/7. LINEAR REGRESSION/1. Linear Regression theory.mp4 30.3 MB
~Get Your Files Here !/7. LINEAR REGRESSION/2. Linear Regression code.mp4 30.0 MB
~Get Your Files Here !/10. DECISION TREE/2. DECISION TREE CODE.mp4 27.6 MB
~Get Your Files Here !/12. RANDOM FOREST/1. RANDOM FOREST THEORY.mp4 23.8 MB
~Get Your Files Here !/12. RANDOM FOREST/2. RANDOM FOREST CODE.mp4 21.3 MB
~Get Your Files Here !/11. NAIVE BAYES/2. NAIVE BAYES CODE.mp4 19.2 MB
~Get Your Files Here !/3. Installation of Lab/1. jupyter notebook installation.mp4 18.0 MB
~Get Your Files Here !/8. LOGISTIC REGRESSION/1. Logistic Regression theory.mp4 7.3 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes

[磁力链接] 添加时间:2022-05-05 大小:751.3 MB 最近下载:2025-10-30 热度:1503

[FreeCourseLab.com] Udemy - Machine Learning & Data Science A-Z Hands-on Python 2021

06 Supervised Learning - Regression/008 Random Forest Model Development.mp4 258.2 MB
05 Supervised Learning - Classification/001 Supervised Learning Models - Introduction and Understanding the Data.mp4 245.1 MB
05 Supervised Learning - Classification/004 k-NN Training-Set and Test-Set Creation.mp4 239.5 MB
03 Data Preprocessing/006 Missing Values2.mp4 230.0 MB
06 Supervised Learning - Regression/006 Polynomial Linear Regression Model Development.mp4 229.8 MB
06 Supervised Learning - Regression/001 Simple and Multiple Linear Regression Concepts.mp4 222.5 MB
03 Data Preprocessing/003 Statistics2.mp4 217.6 MB
02 Machine Learning Useful Packages (Libraries)/013 Visualization with Matplotlib2.mp4 215.2 MB
02 Machine Learning Useful Packages (Libraries)/011 Pandas4.mp4 212.9 MB
02 Machine Learning Useful Packages (Libraries)/014 Visualization with Matplotlib3.mp4 198.0 MB
03 Data Preprocessing/012 Normalization.mp4 195.9 MB
05 Supervised Learning - Classification/013 Model Evaluation - Calculating with Python.mp4 182.5 MB
06 Supervised Learning - Regression/004 Evaluation Metrics - Implementation.mp4 167.7 MB
03 Data Preprocessing/001 Reading and Modifying a Dataset.mp4 162.1 MB
02 Machine Learning Useful Packages (Libraries)/006 NumPy5.mp4 160.1 MB
07 Unsupervised Learning - Clustering Techniques/010 Hierarchical Clustering Model Development.mp4 153.0 MB
02 Machine Learning Useful Packages (Libraries)/015 Visualization with Matplotlib4.mp4 149.9 MB
05 Supervised Learning - Classification/003 k-NN Model Development.mp4 147.5 MB
02 Machine Learning Useful Packages (Libraries)/007 NumPy6.mp4 141.0 MB
08 Hyper Parameter Optimization (Model Tuning)/004 k-NN - Model Tuning.mp4 140.1 MB

[磁力链接] 添加时间:2022-02-17 大小:7.2 GB 最近下载:2025-10-30 热度:638

[FreeCourseSite.com] Udemy - Linear Programming for Data Science and Machine Learning

3 - Linear Inequality/10 - Detailed Examples.mp4 339.2 MB
3 - Linear Inequality/9 - Solution and Graphing of Linear Inequalities.mp4 288.6 MB
4 - Linear Programming/12 - Optimal solution and objective function.mp4 275.6 MB
4 - Linear Programming/11 - Linear Programming.mp4 271.0 MB
3 - Linear Inequality/7 - Examples.mp4 120.7 MB
2 - Coordinate System/2 - What is coordinate axis.mp4 41.3 MB
2 - Coordinate System/4 - Drawing a linear graph.mp4 38.9 MB
2 - Coordinate System/3 - Coordinate points of straight line.mp4 37.9 MB
3 - Linear Inequality/5 - What are Linear Inequalities.mp4 35.8 MB
1 - Introduction/1 - Introduction.mp4 28.5 MB
3 - Linear Inequality/6 - Graphing Linear Inequalities.mp4 19.4 MB
3 - Linear Inequality/8 - Example 2.mp4 15.5 MB
4 - Linear Programming/12 - Optimal solution and objective function English.vtt 45.2 kB
3 - Linear Inequality/10 - Detailed Examples English.vtt 44.8 kB
3 - Linear Inequality/9 - Solution and Graphing of Linear Inequalities English.vtt 41.5 kB
4 - Linear Programming/11 - Linear Programming English.vtt 39.2 kB
3 - Linear Inequality/7 - Examples English.vtt 31.9 kB
3 - Linear Inequality/5 - What are Linear Inequalities English.vtt 9.1 kB
2 - Coordinate System/2 - What is coordinate axis English.vtt 7.8 kB
2 - Coordinate System/3 - Coordinate points of straight line English.vtt 6.6 kB

[磁力链接] 添加时间:2023-12-26 大小:1.5 GB 最近下载:2025-10-30 热度:1037

[ FreeCourseWeb.com ] Udemy - Data Science and Machine Learning with Python and Libraries (Update).zip

[ FreeCourseWeb.com ] Udemy - Data Science and Machine Learning with Python and Libraries (Update).zip 1.9 GB

[磁力链接] 添加时间:2021-05-02 大小:1.9 GB 最近下载:2025-10-30 热度:1975

[Udemy] Python for Data Science & Machine Learning from A-Z (01.2021)

19. PCA/7. PCA - Image Compression.mp4 262.1 MB
16. Ensemble Learning and Random Forests/6. Implementing Random Forests from scratch Part 1.mp4 212.4 MB
15. Decision Trees/7. ID3 - Putting Everything Together.mp4 191.3 MB
14. K Nearest Neighbors/3. EDA on Iris Dataset.mp4 169.7 MB
15. Decision Trees/3. What is Entropy and Information Gain.mp4 142.7 MB
19. PCA/9. PCA - Biplot and the Screen Plot.mp4 142.2 MB
1. Introduction/6. How To Get a Data Science Job.mp4 137.6 MB
1. Introduction/5. What is a Data Scientist.mp4 133.7 MB
17. Support Vector Machines/6. SVM - Kernel Types.mp4 132.5 MB
15. Decision Trees/2. EDA on Adult Dataset.mp4 129.2 MB
15. Decision Trees/8. Evaluating our ID3 implementation.mp4 127.9 MB
19. PCA/8. PCA Data Preprocessing.mp4 126.3 MB
15. Decision Trees/13. Pruning.mp4 118.5 MB
17. Support Vector Machines/8. SVM with Non-linear Dataset.mp4 117.0 MB
13. Linear and Logistic Regression/3. Linear Regression + Correlation Methods.mp4 115.7 MB
18. K-means/3. Representing Clusters.mp4 114.9 MB
3. Python For Data Science/15. Python Dictionaries.mp4 109.2 MB
17. Support Vector Machines/7. SVM with Linear Dataset (Iris).mp4 106.5 MB
18. K-means/1. Unsupervised Machine Learning Intro.mp4 105.8 MB
9. Machine Learning/1. Introduction To Machine Learning.mp4 103.5 MB

[磁力链接] 添加时间:2022-01-10 大小:7.9 GB 最近下载:2025-10-30 热度:3400

[FreeCourseSite.com] Udemy - Data Science and Machine Learning Bootcamp with R

4. Mac OS Installation Set-Up/1. Mac OS Installation Procedure.mp4 74.9 MB
18. Capstone Data Project/2. Capstone Project Solutions Walkthrough.mp4 66.4 MB
19. Introduction to Machine Learning with R/2. Introduction to Machine Learning.mp4 62.6 MB
21. Machine Learning Project - Linear Regression/2. ML - Linear Regression Project - Solutions Part 1.mp4 62.4 MB
14. Data Manipulation with R/8. Guide to Using Tidyr.mp4 60.5 MB
15. Data Visualization with R/2. Histograms.mp4 59.7 MB
23. Machine Learning Project - Logistic Regression/2. Logistic Regression Project Solutions - Part 1.mp4 59.0 MB
20. Machine Learning with R - Linear Regression/2. Linear Regression with R - Part 1.mp4 58.3 MB
33. Machine Learning with R - Neural Nets/2. Neural Nets with R.mp4 57.4 MB
20. Machine Learning with R - Linear Regression/3. Linear Regression with R - Part 2.mp4 56.6 MB
22. Machine Learning with R - Logistic Regression/3. Logistic Regression with R - Part 2.mp4 49.9 MB
24. Machine Learning with R - K Nearest Neighbors/2. K Nearest Neighbors with R.mp4 49.0 MB
21. Machine Learning Project - Linear Regression/1. Introduction to Linear Regression Project.mp4 48.8 MB
22. Machine Learning with R - Logistic Regression/2. Logistic Regression with R - Part 1.mp4 48.6 MB
1. Course Introduction/4.1 R-Course-HTML-Notes.zip 47.8 MB
6. Development Environment Overview/2.1 R-Course-HTML-Notes.zip 47.8 MB
18. Capstone Data Project/1. Introduction to Capstone Project.mp4 47.7 MB
15. Data Visualization with R/3. Scatterplots.mp4 47.4 MB
12. R Programming Basics/10. Functions Training Exercise - Solutions.mp4 45.5 MB
32. Machine Learning with R - Natural Language Processing/3. Natural Language Processing with R - Part 2.mp4 44.9 MB

[磁力链接] 添加时间:2021-04-28 大小:3.1 GB 最近下载:2025-10-30 热度:554

GetFreeCourses.Co-Udemy-Complete 2020 Data Science & Machine Learning Bootcamp.zip

GetFreeCourses.Co-Udemy-Complete 2020 Data Science & Machine Learning Bootcamp.zip 18.1 GB

[磁力链接] 添加时间:2021-05-10 大小:18.1 GB 最近下载:2025-10-29 热度:978

[FreeAllCourse.Com] Udemy - Machine Learning, Data Science and Deep Learning with Python

2. Statistics and Probability Refresher, and Python Practice/9. [Activity] Advanced Visualization with Seaborn.mp4 155.0 MB
6. More Data Mining and Machine Learning Techniques/2. [Activity] Using KNN to predict a rating for a movie.mp4 149.0 MB
10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4 148.5 MB
8. Apache Spark Machine Learning on Big Data/8. Introduction to Decision Trees in Spark.mp4 140.5 MB
5. Recommender Systems/5. [Activity] Making Movie Recommendations to People.mp4 139.0 MB
6. More Data Mining and Machine Learning Techniques/6. Reinforcement Learning.mp4 138.7 MB
7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4 135.7 MB
2. Statistics and Probability Refresher, and Python Practice/8. [Activity] A Crash Course in matplotlib.mp4 135.6 MB
10. Deep Learning and Neural Networks/18. The Ethics of Deep Learning.mp4 134.5 MB
2. Statistics and Probability Refresher, and Python Practice/11. [Exercise] Conditional Probability.mp4 131.2 MB
1. Getting Started/11. Introducing the Pandas Library [Optional].mp4 129.1 MB
10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 1.mp4 124.0 MB
8. Apache Spark Machine Learning on Big Data/9. [Activity] K-Means Clustering in Spark.mp4 123.6 MB
2. Statistics and Probability Refresher, and Python Practice/10. [Activity] Covariance and Correlation.mp4 122.4 MB
10. Deep Learning and Neural Networks/15. [Activity] Transfer Learning.mp4 120.9 MB
2. Statistics and Probability Refresher, and Python Practice/7. [Activity] Percentiles and Moments.mp4 119.6 MB
8. Apache Spark Machine Learning on Big Data/4. [Activity] Installing Spark - Part 2.mp4 117.4 MB
2. Statistics and Probability Refresher, and Python Practice/4. [Activity] Variation and Standard Deviation.mp4 116.2 MB
6. More Data Mining and Machine Learning Techniques/4. [Activity] PCA Example with the Iris data set.mp4 115.1 MB
5. Recommender Systems/3. [Activity] Finding Movie Similarities.mp4 113.1 MB

[磁力链接] 添加时间:2021-03-20 大小:8.3 GB 最近下载:2025-10-29 热度:1325

[ DevCourseWeb.com ] Udemy - Data Science Machine Learning and AI with 7 Hands on Projects

~Get Your Files Here !/06 - Spam Mail Prediction Project/001 Building the Spam Mail Predictor.mp4 211.5 MB
~Get Your Files Here !/02 - Rating Bot ...NLP/002 Extracting features and Training NLP model.mp4 90.6 MB
~Get Your Files Here !/01 - Flavor Recommender System/001 Flavor Recommender Training the model.mp4 89.9 MB
~Get Your Files Here !/07 - Image Classification Using Tensor Flow & keras Sequential API In Python/002 Implementation Using Tensor Flow & keras Sequential API In Python.mp4 89.0 MB
~Get Your Files Here !/02 - Rating Bot ...NLP/001 Rating bot _ Reviews Rating data and modelling essentials.mp4 48.9 MB
~Get Your Files Here !/05 - 3d graph contour & surface triangulation/001 3d graph contour and surface triangulation 5p.mp4 34.5 MB
~Get Your Files Here !/04 - Guess Game - Puzzle/001 Creating game.mp4 32.1 MB
~Get Your Files Here !/01 - Flavor Recommender System/002 Asking Model to Recommend Flavor.mp4 29.4 MB
~Get Your Files Here !/03 - Face Recognizer/001 setting up to create model.mp4 29.3 MB
~Get Your Files Here !/07 - Image Classification Using Tensor Flow & keras Sequential API In Python/001 data understanding.mp4 24.5 MB
~Get Your Files Here !/03 - Face Recognizer/003 detecting images using model.mp4 22.7 MB
~Get Your Files Here !/03 - Face Recognizer/002 creating model.mp4 21.2 MB
~Get Your Files Here !/02 - Rating Bot ...NLP/003 Creating function to rate reviews based on user input for automation.mp4 19.5 MB
~Get Your Files Here !/04 - Guess Game - Puzzle/002 working and let's play the game.mp4 10.4 MB
~Get Your Files Here !/03 - Face Recognizer/004 face detection output.mp4 6.9 MB
~Get Your Files Here !/03 - Face Recognizer/37958564-face-recog-data.xml 930.1 kB
~Get Your Files Here !/06 - Spam Mail Prediction Project/37958664-spamham.csv 485.7 kB
~Get Your Files Here !/03 - Face Recognizer/37958570-peoples.jpg 283.5 kB
~Get Your Files Here !/02 - Rating Bot ...NLP/37958270-reviews.csv 894 Bytes
~Get Your Files Here !/01 - Flavor Recommender System/37958038-flv.csv 442 Bytes

[磁力链接] 添加时间:2022-01-18 大小:762.0 MB 最近下载:2025-10-29 热度:1976

[FreeCourseSite.com] Udemy - Complete 2022 Data Science & Machine Learning Bootcamp

04 - Introduction to Optimisation and the Gradient Descent Algorithm/007 [Python] - Advanced Functions and the Pitfalls of Optimisation (Part 1).mp4 240.6 MB
12 - Serving a Tensorflow Model through a Website/014 Calculating the Centre of Mass and Shifting the Image.mp4 220.7 MB
05 - Predict House Prices with Multivariable Linear Regression/031 Build a Valuation Tool (Part 3) Docstrings & Creating your own Python Module.mp4 210.7 MB
10 - Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/012 Model Evaluation and the Confusion Matrix.mp4 202.6 MB
04 - Introduction to Optimisation and the Gradient Descent Algorithm/009 Understanding the Learning Rate.mp4 199.4 MB
03 - Python Programming for Data Science and Machine Learning/008 [Python] - Module Imports.mp4 195.9 MB
12 - Serving a Tensorflow Model through a Website/007 Loading a Tensorflow.js Model and Starting your own Server.mp4 183.9 MB
05 - Predict House Prices with Multivariable Linear Regression/014 Working with Seaborn Pairplots & Jupyter Microbenchmarking Techniques.mp4 183.7 MB
10 - Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/010 Use the Model to Make Predictions.mp4 182.3 MB
11 - Use Tensorflow to Classify Handwritten Digits/012 Different Model Architectures Experimenting with Dropout.mp4 182.3 MB
12 - Serving a Tensorflow Model through a Website/009 Styling an HTML Canvas.mp4 181.1 MB
12 - Serving a Tensorflow Model through a Website/010 Drawing on an HTML Canvas.mp4 167.0 MB
12 - Serving a Tensorflow Model through a Website/016 Adding the Game Logic.mp4 165.9 MB
10 - Build an Artificial Neural Network to Recognise Images using Keras & Tensorflow/009 Use Regularisation to Prevent Overfitting Early Stopping & Dropout Techniques.mp4 159.9 MB
04 - Introduction to Optimisation and the Gradient Descent Algorithm/010 How to Create 3-Dimensional Charts.mp4 159.4 MB
08 - Test and Evaluate a Naive Bayes Classifier Part 3/006 Visualising the Decision Boundary.mp4 156.7 MB
12 - Serving a Tensorflow Model through a Website/013 Resizing and Adding Padding to Images.mp4 155.0 MB
08 - Test and Evaluate a Naive Bayes Classifier Part 3/011 A Naive Bayes Implementation using SciKit Learn.mp4 152.8 MB
04 - Introduction to Optimisation and the Gradient Descent Algorithm/008 [Python] - Tuples and the Pitfalls of Optimisation (Part 2).mp4 152.3 MB
03 - Python Programming for Data Science and Machine Learning/013 How to Make Sense of Python Documentation for Data Visualisation.mp4 144.8 MB

[磁力链接] 添加时间:2024-04-09 大小:13.5 GB 最近下载:2025-10-29 热度:4212

[ DevCourseWeb.com ] Udemy - A beginner guide to Data Science and Machine learning Course

~Get Your Files Here !/02 - Introduction of Data Science/004 Applications of Data Science.mp4 82.6 MB
~Get Your Files Here !/01 - Introduction of Machine Learning/006 Applications of Machine Learning_.mp4 57.8 MB
~Get Your Files Here !/01 - Introduction of Machine Learning/004 Machine Learning Algorithms.mp4 45.3 MB
~Get Your Files Here !/01 - Introduction of Machine Learning/001 Machine Learning Intro.mp4 44.6 MB
~Get Your Files Here !/02 - Introduction of Data Science/001 Introduction of Data Science and Importance.mp4 44.6 MB
~Get Your Files Here !/02 - Introduction of Data Science/003 Benefits of Data Scientist.mp4 44.1 MB
~Get Your Files Here !/02 - Introduction of Data Science/002 Data Science Process.mp4 35.6 MB
~Get Your Files Here !/01 - Introduction of Machine Learning/005 How to Choose Machine Learning Algorithm_.mp4 31.3 MB
~Get Your Files Here !/01 - Introduction of Machine Learning/003 How does Machine Learning Work_.mp4 18.5 MB
~Get Your Files Here !/01 - Introduction of Machine Learning/002 Traditional Programming Vs Machine Learning.mp4 18.3 MB
~Get Your Files Here !/01 - Introduction of Machine Learning/007 Limitations of Machine Learning.mp4 9.3 MB
~Get Your Files Here !/02 - Introduction of Data Science/004 Applications of Data Science_en.vtt 13.1 kB
~Get Your Files Here !/01 - Introduction of Machine Learning/006 Applications of Machine Learning__en.vtt 12.6 kB
~Get Your Files Here !/01 - Introduction of Machine Learning/004 Machine Learning Algorithms_en.vtt 7.8 kB
~Get Your Files Here !/01 - Introduction of Machine Learning/001 Machine Learning Intro_en.vtt 7.5 kB
~Get Your Files Here !/02 - Introduction of Data Science/001 Introduction of Data Science and Importance_en.vtt 7.5 kB
~Get Your Files Here !/01 - Introduction of Machine Learning/005 How to Choose Machine Learning Algorithm__en.vtt 7.0 kB
~Get Your Files Here !/02 - Introduction of Data Science/003 Benefits of Data Scientist_en.vtt 5.7 kB
~Get Your Files Here !/02 - Introduction of Data Science/002 Data Science Process_en.vtt 4.7 kB
~Get Your Files Here !/01 - Introduction of Machine Learning/003 How does Machine Learning Work__en.vtt 3.5 kB

[磁力链接] 添加时间:2022-02-01 大小:432.1 MB 最近下载:2025-10-29 热度:407

[Tutorialsplanet.NET] Udemy - Python for Data Science and Machine Learning Bootcamp

26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4 164.3 MB
26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4 99.2 MB
26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4 98.7 MB
2. Environment Set-Up/1. Python Environment Setup.mp4 80.1 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4 72.6 MB
25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 66.0 MB
25. Big Data and Spark with Python/9. PySpark Setup.mp4 63.3 MB
26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4 61.2 MB
25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 58.4 MB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4 55.2 MB
2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip.zip 55.1 MB
1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip 55.0 MB
3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip.zip 55.0 MB
9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4 53.9 MB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4 53.6 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 52.2 MB
24. Natural Language Processing/6. NLP Project Solutions.mp4 50.4 MB
20. Support Vector Machines/2. Support Vector Machines with Python.mp4 49.8 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 49.6 MB
21. K Means Clustering/4. K Means Project Solutions.mp4 49.4 MB

[磁力链接] 添加时间:2021-05-01 大小:4.1 GB 最近下载:2025-10-29 热度:747

[FreeCourseSite.com] Udemy - Complete Data Science & Machine Learning A-Z with Python

42. Competition Section on Kaggle/2. Competitions on Kaggle Lesson 2.mp4 201.0 MB
42. Competition Section on Kaggle/1. Competitions on Kaggle Lesson 1.mp4 197.3 MB
44. Code Section on Kaggle/3. Examining the Code Section in Kaggle Lesson 3.mp4 167.7 MB
43. Dataset Section on Kaggle/1. Datasets on Kaggle.mp4 139.7 MB
41. First Contact with Kaggle/1. What is Kaggle.mp4 136.0 MB
48. Introduction to Machine Learning with Real Hearth Attack Prediction Project/6. Recognizing Variables In Dataset.mp4 133.0 MB
41. First Contact with Kaggle/5. Getting to Know the Kaggle Homepage.mp4 128.9 MB
1. Installations/1. Installing Anaconda Distribution for Windows.mp4 124.1 MB
48. Introduction to Machine Learning with Real Hearth Attack Prediction Project/1. First Step to the Hearth Attack Prediction Project.mp4 122.8 MB
1. Installations/5. Installing Anaconda Distribution for Linux.mp4 120.3 MB
21. Matplotlib/8. Basic Plots in Matplotlib I.mp4 116.6 MB
46. Other Most Used Options on Kaggle/2. Ranking Among Users on Kaggle.mp4 112.2 MB
27. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp4 112.1 MB
44. Code Section on Kaggle/2. Examining the Code Section in Kaggle Lesson 2.mp4 111.0 MB
48. Introduction to Machine Learning with Real Hearth Attack Prediction Project/3. Notebook Design to be Used in the Project.mp4 110.0 MB
25. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4 105.1 MB
22. Seaborn/5. Basic Plots in Seaborn.mp4 103.6 MB
25. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp4 96.7 MB
50. Preparation For Exploratory Data Analysis (EDA) in Data Science/4. Examining Statistics of Variables.mp4 95.8 MB
14. Functions That Can Be Applied on a DataFrame/3. Aggregation Functions in Pandas DataFrames.mp4 95.1 MB

[磁力链接] 添加时间:2023-12-17 大小:11.3 GB 最近下载:2025-10-29 热度:5711