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

[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:2021-04-02 大小:3.1 GB 最近下载:2025-10-25 热度:902

[GigaCourse.Com] Udemy - Complete Machine Learning & Data Science with Python A-Z

4. Linear Regression Algorithm/5. Linear Regression Algorithm Project Solutions.mp4 207.1 MB
4. Linear Regression Algorithm/2. Linear Regression Algorithm With Python Part 1.mp4 173.8 MB
7. K Nearest Neighbors Algorithm - Uploaded by Snorgared - SAnet.ST/4. K Nearest Neighbors Algorithm Project Solutions.mp4 151.4 MB
7. K Nearest Neighbors Algorithm - Uploaded by Snorgared - SAnet.ST/2. K Nearest Neighbors Algorithm With Python.mp4 147.2 MB
9. Support Vector Machine Algorithm/2. Support Vector Machines Algorithm With Python.mp4 143.3 MB
11. K Means Clustering Algorithm/4. K Means Clustering Algorithm Project Solutions.mp4 134.8 MB
13. Principal Component Analysis (PCA)/2. Principal Component Analysis (PCA) With Python.mp4 133.1 MB
6. Logistic Regression Algorithm - Uploaded by Snorgared - SAnet.ST/3. Logistic Regression Algorithm With Python Part 2.mp4 120.4 MB
6. Logistic Regression Algorithm - Uploaded by Snorgared - SAnet.ST/6. Logistic Regression Algorithm Project Solutions.mp4 119.8 MB
2. Evalution Metrics/2. Evaluating Performance Classification Error Metrics.mp4 117.6 MB
6. Logistic Regression Algorithm - Uploaded by Snorgared - SAnet.ST/2. Logistic Regression Algorithm With Python Part 1.mp4 115.8 MB
8. Decision Trees And Random Forest Algorithm/4. Decision Trees And Random Forest Algorithm Project Solutions Part 1.mp4 111.0 MB
9. Support Vector Machine Algorithm/4. Support Vector Machines Algorithm Project Solutions.mp4 102.7 MB
14. Recommender System Algorithm/2. Recommender System Algorithm With Python Part 1.mp4 98.6 MB
14. Recommender System Algorithm/3. Recommender System Algorithm With Python Part 2.mp4 97.6 MB
6. Logistic Regression Algorithm - Uploaded by Snorgared - SAnet.ST/1. Logistic Regression Algorithm Theory.mp4 96.0 MB
11. K Means Clustering Algorithm/2. K Means Clustering Algorithm With Python.mp4 93.4 MB
8. Decision Trees And Random Forest Algorithm/2. Decision Trees And Random Forest Algorithm With Python.mp4 90.4 MB
8. Decision Trees And Random Forest Algorithm/5. Decision Trees And Random Forest Algorithm Project Solutions Part 2.mp4 88.5 MB
2. Evalution Metrics/4. Machine Learning With Python.mp4 70.0 MB

[磁力链接] 添加时间:2022-03-22 大小:3.3 GB 最近下载:2025-10-06 热度:858

[FreeCourseSite.com] Udemy - Introduction to Machine Learning for Data Science

10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Foundations of Machine Learning and Data Science - Algorithms, concepts and more.mp4 127.2 MB
7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Introduction and Setup.mp4 125.6 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/4. A Titanic Example - Preparing the right data and applying a basic algorithm.mp4 120.1 MB
13. Section 7 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Conclusions - for our Titanic Example, important concepts and where to go next!.mp4 106.3 MB
11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Pandas and Matplotlib.mp4 103.8 MB
7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. What will we cover!.mp4 101.0 MB
9. Section 3 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Hands on Running Python.mp4 100.0 MB
11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introducing the essential modules for Machine Learning, and NumPy Basics.mp4 99.5 MB
10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Foundations of Machine Learning and Data Science - Definitions and concepts..mp4 99.0 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/1. A Titanic Example - Getting our start..mp4 93.1 MB
11. Section 5 -Bonus course - Machine Learning in Python and Jupyter for Beginners/3. Analysis using Pandas, plotting in Matplotlib, intro to SciPy and Scikit-learn.mp4 87.8 MB
7. Section 1 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Introduction and Anaconda Installation.mp4 81.6 MB
10. Section 4 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Foundations of Machine Learning and Data Science - Machine Learning Workflow.mp4 79.3 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/2. A Titanic Example - Understanding the data set..mp4 77.0 MB
3. Impacts, Importance and examples/3. Computers exploding! - The explosive growth of computer power explained..mp4 76.0 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/2. Crash course in Python - Strings, Slices and Lists!.mp4 70.7 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/1. Crash course in Python - Beginning concepts.mp4 64.6 MB
8. Section 2 -Bonus course - Machine Learning in Python and Jupyter for Beginners/4. Crash course in Python - Functions, Scope, Dictionaries and more!.mp4 59.8 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/6. A Titanic Example - Applying Decision Trees (example of overfit and underfit).mp4 58.9 MB
12. Section 6 - Bonus course - Machine Learning in Python and Jupyter for Beginners/3. A Titanic Example - Understanding the data set in regards to survival.mp4 57.4 MB

[磁力链接] 添加时间:2021-03-19 大小:2.6 GB 最近下载:2025-08-24 热度:854

[DesireCourse.Net] Udemy - Python for Data Science and Machine Learning Bootcamp

25. Neural Nets and Deep Learning/31. Tensorboard.mp4 151.2 MB
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data.srt 150.6 MB
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data.mp4 150.6 MB
25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis.mp4 143.6 MB
25. Neural Nets and Deep Learning/27. Keras Project Solutions - Data PreProcessing.mp4 131.0 MB
25. Neural Nets and Deep Learning/21. TF Classification - Dealing with Overfitting and Evaluation.mp4 116.8 MB
25. Neural Nets and Deep Learning/25. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4 101.5 MB
26. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 90.7 MB
25. Neural Nets and Deep Learning/26. Keras Project Solutions - Categorical Data.mp4 89.5 MB
25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Two - Creating and Training the Model.mp4 88.4 MB
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.mp4 86.7 MB
25. Neural Nets and Deep Learning/23. TensorFlow 2.0 Project Notebook Overview.mp4 84.4 MB
2. Environment Set-Up/1. Python Environment Setup.mp4 80.1 MB
25. Neural Nets and Deep Learning/17. TF Regression Code Along - Exploratory Data Analysis - Continued.mp4 79.9 MB
25. Neural Nets and Deep Learning/10. Cost Functions and Gradient Descent.mp4 79.7 MB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4 74.3 MB
26. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 74.2 MB
26. Big Data and Spark with Python/9. PySpark Setup.mp4 74.1 MB
25. Neural Nets and Deep Learning/19. TF Regression Code Along - Model Evaluation and Predictions.mp4 72.3 MB
25. Neural Nets and Deep Learning/15. TF Syntax Basics - Part Three - Model Evaluation.mp4 67.9 MB

[磁力链接] 添加时间:2022-03-02 大小:6.2 GB 最近下载:2025-10-28 热度:842

[ FreeCourseWeb.com ] Udemy - Introduction to AI, Machine Learning and Data Science 2020.zip

[ FreeCourseWeb.com ] Udemy - Introduction to AI, Machine Learning and Data Science 2020.zip 202.5 MB

[磁力链接] 添加时间:2021-03-20 大小:202.5 MB 最近下载:2025-10-22 热度:824

[DesireCourse.Net] Udemy - Machine Learning, Data Science and Deep Learning with Python

6. More Data Mining and Machine Learning Techniques/2. [Activity] Using KNN to predict a rating for a movie.mp4 210.3 MB
7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4 200.3 MB
6. More Data Mining and Machine Learning Techniques/6. Reinforcement Learning.mp4 198.9 MB
5. Recommender Systems/5. [Activity] Making Movie Recommendations to People.mp4 197.7 MB
2. Statistics and Probability Refresher, and Python Practice/8. [Activity] A Crash Course in matplotlib.mp4 191.1 MB
2. Statistics and Probability Refresher, and Python Practice/10. [Activity] Covariance and Correlation.mp4 175.5 MB
2. Statistics and Probability Refresher, and Python Practice/7. [Activity] Percentiles and Moments.mp4 167.4 MB
2. Statistics and Probability Refresher, and Python Practice/4. [Activity] Variation and Standard Deviation.mp4 163.9 MB
6. More Data Mining and Machine Learning Techniques/4. [Activity] PCA Example with the Iris data set.mp4 163.4 MB
5. Recommender Systems/3. [Activity] Finding Movie Similarities.mp4 159.4 MB
6. More Data Mining and Machine Learning Techniques/5. Data Warehousing Overview ETL and ELT.mp4 158.0 MB
2. Statistics and Probability Refresher, and Python Practice/9. [Activity] Advanced Visualization with Seaborn.mp4 155.0 MB
4. Machine Learning with Python/1. Supervised vs. Unsupervised Learning, and TrainTest.mp4 152.0 MB
3. Predictive Models/1. [Activity] Linear Regression.mp4 151.4 MB
9. Experimental Design ML in the Real World/2. AB Testing Concepts.mp4 148.7 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/6. Spark and the Resilient Distributed Dataset (RDD).mp4 147.4 MB
9. Experimental Design ML in the Real World/6. AB Test Gotchas.mp4 146.6 MB
5. Recommender Systems/4. [Activity] Improving the Results of Movie Similarities.mp4 143.1 MB
4. Machine Learning with Python/12. [Activity] Decision Trees Predicting Hiring Decisions.mp4 140.9 MB

[磁力链接] 添加时间:2021-03-10 大小:10.1 GB 最近下载:2025-02-14 热度:817

[FreeCourseSite.com] Udemy - 2021 Python for Machine Learning & Data Science Masterclass

5. Pandas/28. Pandas Project Exercise Solutions.mp4 190.4 MB
8. Data Analysis and Visualization Capstone Project Exercise/4. Capstone Project Solutions - Part Three.mp4 150.9 MB
5. Pandas/26. Pandas Pivot Tables.mp4 135.0 MB
7. Seaborn Data Visualizations/2. Scatterplots with Seaborn.mp4 134.9 MB
6. Matplotlib/11. Matplotlib Exercise Questions - Solutions.mp4 129.1 MB
8. Data Analysis and Visualization Capstone Project Exercise/2. Capstone Project Solutions - Part One.mp4 122.6 MB
5. Pandas/4. DataFrames - Part One - Creating a DataFrame.mp4 119.6 MB
7. Seaborn Data Visualizations/8. Categorical Plots - Distributions within Categories - Coding with Seaborn.mp4 116.6 MB
8. Data Analysis and Visualization Capstone Project Exercise/3. Capstone Project Solutions - Part Two.mp4 116.4 MB
7. Seaborn Data Visualizations/14. Seaborn Plot Exercises Solutions.mp4 116.0 MB
4. NumPy/2. NumPy Arrays.mp4 115.0 MB
5. Pandas/23. Pandas Input and Output - HTML Tables.mp4 111.8 MB
5. Pandas/15. GroupBy Operations - Part Two - MultiIndex.mp4 111.0 MB
5. Pandas/25. Pandas Input and Output - SQL Databases.mp4 108.2 MB
5. Pandas/21. Pandas - Time Methods for Date and Time Data.mp4 106.9 MB
10. Linear Regression/24. L1 Regularization - Lasso Regression - Background and Implementation.mp4 104.9 MB
1. Introduction to Course/3. Anaconda Python and Jupyter Install and Setup.mp4 103.6 MB
5. Pandas/10. Pandas - Useful Methods - Apply on Multiple Columns.mp4 103.3 MB
5. Pandas/13. Missing Data - Pandas Operations.mp4 102.6 MB
5. Pandas/7. DataFrames - Part Four - Working with Rows.mp4 101.4 MB

[磁力链接] 添加时间:2021-03-09 大小:6.9 GB 最近下载:2025-10-22 热度:812

[ FreeCourseWeb.com ] Udemy - Python Crash Course for Data Science and Machine Learning.zip

[ FreeCourseWeb.com ] Udemy - Python Crash Course for Data Science and Machine Learning.zip 391.1 MB

[磁力链接] 添加时间:2021-03-30 大小:391.1 MB 最近下载:2025-09-05 热度:810

[DesireCourse.Com] Udemy - Python for Data Science and Machine Learning Bootcamp

[DesireCourse.Com] Udemy - Python for Data Science and Machine Learning Bootcamp.zip 3.9 GB
[DesireCourse.Com].txt 828 Bytes
[DesireCourse.Com].url 51 Bytes

[磁力链接] 添加时间:2021-03-14 大小:3.9 GB 最近下载:2025-09-12 热度:798

[FreeCourseSite.com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

01 Welcome to the course!/001 Applications of Machine Learning-subtitle-en.srt 5.6 kB
01 Welcome to the course!/001 Applications of Machine Learning.mp4 8.4 MB
01 Welcome to the course!/002 Why Machine Learning is the Future-subtitle-en.srt 9.8 kB
01 Welcome to the course!/002 Why Machine Learning is the Future.mp4 13.4 MB
01 Welcome to the course!/003 Installing R and R Studio (MAC & Windows)-subtitle-en.srt 9.4 kB
01 Welcome to the course!/003 Installing R and R Studio (MAC & Windows).mp4 18.4 MB
01 Welcome to the course!/004 Update_ Recommended Anaconda Version.html 2.3 kB
01 Welcome to the course!/005 Installing Python and Anaconda (MAC & Windows)-subtitle-en.srt 12.6 kB
01 Welcome to the course!/005 Installing Python and Anaconda (MAC & Windows).mp4 20.5 MB
01 Welcome to the course!/006 BONUS_ Meet your instructors.html 2.2 kB
02 -------------------- Part 1_ Data Preprocessing --------------------/007 Welcome to Part 1 - Data Preprocessing-subtitle-en.srt 2.6 kB
02 -------------------- Part 1_ Data Preprocessing --------------------/007 Welcome to Part 1 - Data Preprocessing.mp4 3.1 MB
02 -------------------- Part 1_ Data Preprocessing --------------------/008 Get the dataset-subtitle-en.srt 11.4 kB
02 -------------------- Part 1_ Data Preprocessing --------------------/008 Get the dataset.mp4 22.2 MB
02 -------------------- Part 1_ Data Preprocessing --------------------/009 Importing the Libraries-subtitle-en.srt 8.6 kB
02 -------------------- Part 1_ Data Preprocessing --------------------/009 Importing the Libraries.mp4 11.6 MB
02 -------------------- Part 1_ Data Preprocessing --------------------/010 Importing the Dataset-subtitle-en.srt 19.1 kB
02 -------------------- Part 1_ Data Preprocessing --------------------/010 Importing the Dataset.mp4 24.4 MB
02 -------------------- Part 1_ Data Preprocessing --------------------/012 Missing Data-subtitle-en.srt 24.2 kB
02 -------------------- Part 1_ Data Preprocessing --------------------/012 Missing Data.mp4 33.7 MB

[磁力链接] 添加时间:2018-02-06 大小:5.9 GB 最近下载:2025-10-07 热度:794

[ DevCourseWeb.com ] Udemy - Chatgpt For Machine Learning and Data Science

~Get Your Files Here !/5 - Build a ML Model with ChatGPT/9 - Access data from an online source and build a model.mp4 95.1 MB
~Get Your Files Here !/5 - Build a ML Model with ChatGPT/7 - Build a ML Model Using ChatGPT.mp4 82.4 MB
~Get Your Files Here !/6 - Build a ML Model with Google Bard/10 - Build a ML Model with Google Bard.mp4 55.4 MB
~Get Your Files Here !/7 - Prompt Engineering/13 - Prompt engineering in action.mp4 53.4 MB
~Get Your Files Here !/4 - Create a computer program and debug it/6 - Create a computer program and debug it.mp4 51.8 MB
~Get Your Files Here !/5 - Build a ML Model with ChatGPT/8 - Build a Wordcloud using Streamlit with help from ChatGPT.mp4 45.0 MB
~Get Your Files Here !/3 - Technology Behind ChatGPT/5 - Understanding Transformers and Neural Networks.mp4 35.4 MB
~Get Your Files Here !/3 - Technology Behind ChatGPT/4 - Understanding Large Language Models LLMs and Generative AI.mp4 28.2 MB
~Get Your Files Here !/6 - Build a ML Model with Google Bard/11 - Useful Features in Google Bard.mp4 18.5 MB
~Get Your Files Here !/2 - Getting Started with ChatGPT/2 - Introduction to OpenAI.mp4 18.1 MB
~Get Your Files Here !/7 - Prompt Engineering/12 - What is prompt engineering.mp4 14.9 MB
~Get Your Files Here !/8 - Addressing Data Privacy Issues/14 - Addressing Data Privacy Issues.mp4 11.9 MB
~Get Your Files Here !/2 - Getting Started with ChatGPT/3 - OpenAI Account Setup.mp4 9.5 MB
~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4 8.9 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

[磁力链接] 添加时间:2024-06-21 大小:528.3 MB 最近下载:2025-11-01 热度:793

[DesireCourse.Net] Udemy - Beginning with Machine Learning & Data Science in Python

2. Understanding Data Wrangling/7. Cleaning Messy Data.mp4 33.6 MB
2. Understanding Data Wrangling/3. Selecting data and finding the most common complaint type.mp4 26.3 MB
6. Regularization/6. Regularization using scikit-learn.mp4 24.0 MB
3. Linear Regression/5. Simple Linear Regression.mp4 23.0 MB
2. Understanding Data Wrangling/6. Which month was the snowiest.mp4 21.4 MB
3. Linear Regression/11. Handling categorical features.mp4 20.8 MB
2. Understanding Data Wrangling/4. Which borough has the most noise complaints.mp4 20.4 MB
1. Working with Machine Learning/5. Python and Jupyter Demo.mp4 18.5 MB
2. Understanding Data Wrangling/5. Which weekday do people bike the most.mp4 17.8 MB
6. Regularization/4. Regularizing linear models.mp4 17.7 MB
2. Understanding Data Wrangling/8. How to deal with timestamps.mp4 17.2 MB
4. Logistic Regression/8. Interpreting logistic regression.mp4 17.1 MB
2. Understanding Data Wrangling/2. Reading from a CSV.mp4 16.8 MB
5. Cross Validation/4. Cross-validation continued.mp4 16.7 MB
4. Logistic Regression/4. Predicting a categorical response.mp4 16.5 MB
3. Linear Regression/8. Multiple linear regression.mp4 16.1 MB
4. Logistic Regression/6. Probability, odds, log-odds.mp4 15.8 MB
2. Understanding Data Wrangling/9. Loading data from SQL databases.mp4 14.1 MB
6. Regularization/8. Pipeline and GridSearchCV.mp4 13.2 MB
6. Regularization/3. Overfitting with linear models.mp4 13.1 MB

[磁力链接] 添加时间:2021-03-06 大小:569.1 MB 最近下载:2024-09-21 热度:785

[ DevCourseWeb.com ] Udemy - Mastering Data Science, Machine Learning, and AI

~Get Your Files Here !/10. Ethics and Bias in AI/1. The impact of AI on society and ethics.mp4 29.7 MB
~Get Your Files Here !/11. Conclusion/2. Opportunities and challenges in data science, machine learning, and AI.mp4 29.6 MB
~Get Your Files Here !/1. Introduction to Data Science/2. The process of data science and its different stages.mp4 28.6 MB
~Get Your Files Here !/1. Introduction to Data Science/3. Different fields that use data science and examples of real-world applications.mp4 27.7 MB
~Get Your Files Here !/9. Artificial Intelligence/2. Types of artificial intelligence and their applications.mp4 27.0 MB
~Get Your Files Here !/1. Introduction to Data Science/4. Overview of the tools and techniques used in data science.mp4 26.3 MB
~Get Your Files Here !/4. Statistical Modeling/1. Overview of statistics and probability.mp4 26.3 MB
~Get Your Files Here !/5. Machine Learning/2. Different types of machine learning algorithms.mp4 25.6 MB
~Get Your Files Here !/2. Data Collection and Preprocessing/1. Sources of data and methods of collecting data.mp4 24.6 MB
~Get Your Files Here !/11. Conclusion/3. Suggestions for further learning and resources.mp4 24.3 MB
~Get Your Files Here !/3. Exploratory Data Analysis/1. Univariate and multivariate analysis.mp4 23.9 MB
~Get Your Files Here !/3. Exploratory Data Analysis/3. Identifying relationships and patterns in data.mp4 23.2 MB
~Get Your Files Here !/2. Data Collection and Preprocessing/2. Understanding and cleaning data.mp4 22.9 MB
~Get Your Files Here !/2. Data Collection and Preprocessing/4. Feature engineering and selection.mp4 21.7 MB
~Get Your Files Here !/7. Unsupervised Learning/2. Dimensionality reduction.mp4 20.5 MB
~Get Your Files Here !/8. Reinforcement Learning/3. Policy gradient methods.mp4 20.2 MB
~Get Your Files Here !/9. Artificial Intelligence/1. Definition and history of artificial intelligence.mp4 19.6 MB
~Get Your Files Here !/4. Statistical Modeling/4. Model evaluation and selection.mp4 19.4 MB
~Get Your Files Here !/3. Exploratory Data Analysis/2. Data visualization techniques.mp4 19.2 MB
~Get Your Files Here !/7. Unsupervised Learning/3. Anomaly detection.mp4 19.0 MB

[磁力链接] 添加时间:2024-01-26 大小:768.0 MB 最近下载:2025-11-02 热度:780

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

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 154.2 MB
8 - Vector Calculus in Multiple Dimensions (Calculus 3)/8 -Optimization and Lagrange Multipliers (pt 1).mp4 131.9 MB
7 - Integration (Calculus 2)/3 -Fundamental Theorem of Calculus (pt 1).mp4 120.1 MB
2 - Review/1 -Functions Review.mp4 119.8 MB
10 - Effective Learning Strategies (AppendixFAQ by Student Request)/5 -What order should I take your courses in (part 2).mp4 111.0 MB
5 - Derivative Rules/7 -Product and Quotient Rules.mp4 105.9 MB
5 - Derivative Rules/5 -Chain Rule.mp4 99.6 MB
8 - Vector Calculus in Multiple Dimensions (Calculus 3)/2 -Partial Differentiation.mp4 97.8 MB
4 - Derivatives From First Principles/1 -Slopes, Tangent Lines, and Derivatives.mp4 96.4 MB
8 - Vector Calculus in Multiple Dimensions (Calculus 3)/3 -The Gradient.mp4 95.3 MB
10 - Effective Learning Strategies (AppendixFAQ by Student Request)/2 -Can YouTube Teach Me Calculus (Optional).mp4 91.1 MB
8 - Vector Calculus in Multiple Dimensions (Calculus 3)/9 -Optimization and Lagrange Multipliers (pt 2).mp4 84.9 MB
10 - Effective Learning Strategies (AppendixFAQ by Student Request)/4 -What order should I take your courses in (part 1).mp4 81.7 MB
10 - Effective Learning Strategies (AppendixFAQ by Student Request)/1 -Math Order for Machine Learning & Data Science.mp4 79.3 MB
8 - Vector Calculus in Multiple Dimensions (Calculus 3)/4 -The Jacobian and Hessian.mp4 76.4 MB
4 - Derivatives From First Principles/2 -More On Tangent Lines, Derivative Checking.mp4 74.3 MB
8 - Vector Calculus in Multiple Dimensions (Calculus 3)/7 -Steepest Ascent in Python.mp4 74.2 MB
8 - Vector Calculus in Multiple Dimensions (Calculus 3)/10 -Vector Calculus Section Summary.mp4 71.8 MB
9 - Setting Up Your Environment (AppendixFAQ by Student Request)/5 -How to use Github & Extra Coding Tips (Optional).mp4 71.7 MB
2 - Review/2 -Functions Review in Python.mp4 70.8 MB

[磁力链接] 添加时间:2025-06-19 大小:4.4 GB 最近下载:2025-11-05 热度:779

[FreeCourseSite.com] Udemy - Complete Machine Learning & Data Science Bootcamp 2021

5. Data Science Environment Setup/8. Windows Environment Setup 2.mp4 238.7 MB
9. Scikit-learn Creating Machine Learning Models/7. Typical scikit-learn Workflow.mp4 199.4 MB
9. Scikit-learn Creating Machine Learning Models/8. Optional Debugging Warnings In Jupyter.mp4 184.7 MB
16. Career Advice + Extra Bits/9. CWD Git + Github.mp4 184.7 MB
9. Scikit-learn Creating Machine Learning Models/41. Tuning Hyperparameters.mp4 184.3 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/32. Training Your Deep Neural Network.mp4 174.7 MB
16. Career Advice + Extra Bits/3. What If I Don't Have Enough Experience.mp4 168.8 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/8. Feature Engineering.mp4 166.9 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/34. Make And Transform Predictions.mp4 162.5 MB
9. Scikit-learn Creating Machine Learning Models/48. Putting It All Together.mp4 157.9 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21. Turning Data Into Batches 2.mp4 156.6 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/9. Turning Data Into Numbers.mp4 153.3 MB
5. Data Science Environment Setup/5. Mac Environment Setup.mp4 151.4 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/37. Visualizing And Evaluate Model Predictions 2.mp4 150.8 MB
9. Scikit-learn Creating Machine Learning Models/16. Choosing The Right Model For Your Data.mp4 150.2 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/21. Feature Importance.mp4 149.2 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/41. Making Predictions On Test Images.mp4 147.7 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/40. Training Model On Full Dataset.mp4 146.6 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/19. Preproccessing Our Data.mp4 146.1 MB
11. Milestone Project 1 Supervised Learning (Classification)/10. Finding Patterns 3.mp4 144.6 MB

[磁力链接] 添加时间:2021-04-15 大小:20.8 GB 最近下载:2025-07-23 热度:773

[Tutorialsplanet.NET] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

37. Convolutional Neural Networks/10.1 Section 40 - Convolutional Neural Networks (CNN).zip 234.9 MB
26. K-Means Clustering/6. K-Means Clustering in Python - Step 2.srt 175.4 MB
29. Apriori/6. Apriori in Python - Step 4.mp4 172.3 MB
37. Convolutional Neural Networks/16. CNN in Python - FINAL DEMO!.mp4 160.2 MB
43. Model Selection/3. Grid Search in Python.mp4 159.2 MB
17. K-Nearest Neighbors (K-NN)/3. K-NN in Python.mp4 153.7 MB
22. Random Forest Classification/3. Random Forest Classification in Python.srt 149.4 MB
23. Classification Model Selection in Python/2. THE ULTIMATE DEMO OF THE POWERFUL CLASSIFICATION CODE TEMPLATES IN ACTION!.mp4 142.6 MB
27. Hierarchical Clustering/7. Hierarchical Clustering in Python - Step 2.mp4 142.5 MB
13. Regression Model Selection in Python/2. Preparation of the Regression Code Templates.mp4 129.6 MB
26. K-Means Clustering/9. K-Means Clustering in Python - Step 5.mp4 126.4 MB
16. Logistic Regression/9. Logistic Regression in Python - Step 7.mp4 124.4 MB
37. Convolutional Neural Networks/13. CNN in Python - Step 3.mp4 124.3 MB
39. Principal Component Analysis (PCA)/3. PCA in Python - Step 1.mp4 118.4 MB
43. Model Selection/2. k-Fold Cross Validation in Python.mp4 117.8 MB
36. Artificial Neural Networks/13. ANN in Python - Step 2.mp4 116.4 MB
21. Decision Tree Classification/3. Decision Tree Classification in Python.mp4 113.3 MB
29. Apriori/4. Apriori in Python - Step 2.mp4 112.9 MB
37. Convolutional Neural Networks/12. CNN in Python - Step 2.mp4 112.1 MB
18. Support Vector Machine (SVM)/4. SVM in Python.mp4 109.9 MB

[磁力链接] 添加时间:2021-03-26 大小:12.7 GB 最近下载:2025-09-11 热度:772

[GigaCourse.com] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

1. Welcome to the course!/6.1 Machine_Learning_A-Z_New.zip 239.5 MB
36. Kernel PCA/3. Kernel PCA in R.mp4 59.3 MB
1. Welcome to the course!/7. Updates on Udemy Reviews.mp4 55.5 MB
39. XGBoost/5. THANK YOU bonus video.mp4 54.8 MB
12. Logistic Regression/14. Logistic Regression in R - Step 5.mp4 54.2 MB
35. Linear Discriminant Analysis (LDA)/4. LDA in R.mp4 53.8 MB
17. Decision Tree Classification/4. Decision Tree Classification in R.mp4 53.7 MB
18. Random Forest Classification/4. Random Forest Classification in R.mp4 51.8 MB
31. Artificial Neural Networks/13. ANN in Python - Step 2.mp4 50.4 MB
39. XGBoost/4. XGBoost in R.mp4 49.6 MB
27. Upper Confidence Bound (UCB)/10. Upper Confidence Bound in R - Step 3.mp4 49.5 MB
18. Random Forest Classification/3. Random Forest Classification in Python.mp4 49.4 MB
32. Convolutional Neural Networks/20. CNN in Python - Step 9.mp4 49.1 MB
7. Support Vector Regression (SVR)/2. SVR Intuition.mp4 48.9 MB
7. Support Vector Regression (SVR)/3. SVR in Python.mp4 48.4 MB
35. Linear Discriminant Analysis (LDA)/3. LDA in Python.mp4 47.6 MB
8. Decision Tree Regression/4. Decision Tree Regression in R.mp4 46.5 MB
16. Naive Bayes/1. Bayes Theorem.mp4 46.0 MB
24. Apriori/5. Apriori in R - Step 3.mp4 46.0 MB
38. Model Selection/3. k-Fold Cross Validation in R.mp4 45.8 MB

[磁力链接] 添加时间:2021-03-29 大小:6.4 GB 最近下载:2025-09-24 热度:769

[ 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:2024-01-21 大小:2.6 GB 最近下载:2025-06-20 热度:767

[DesireCourse.Net] Udemy - Machine Learning A-Z™ Hands-On Python & R In Data Science

1. Welcome to the course!/6.1 Machine_Learning_A-Z_New.zip.zip 239.5 MB
36. Kernel PCA/3. Kernel PCA in R.mp4 59.3 MB
1. Welcome to the course!/7. Updates on Udemy Reviews.mp4 55.5 MB
39. XGBoost/5. THANK YOU bonus video.mp4 54.8 MB
12. Logistic Regression/13. Logistic Regression in R - Step 5.mp4 54.2 MB
35. Linear Discriminant Analysis (LDA)/4. LDA in R.mp4 53.8 MB
17. Decision Tree Classification/4. Decision Tree Classification in R.mp4 53.7 MB
18. Random Forest Classification/4. Random Forest Classification in R.mp4 51.8 MB
31. Artificial Neural Networks/13. ANN in Python - Step 2.mp4 50.4 MB
39. XGBoost/4. XGBoost in R.mp4 49.6 MB
27. Upper Confidence Bound (UCB)/10. Upper Confidence Bound in R - Step 3.mp4 49.5 MB
18. Random Forest Classification/3. Random Forest Classification in Python.mp4 49.5 MB
32. Convolutional Neural Networks/20. CNN in Python - Step 9.mp4 49.1 MB
7. Support Vector Regression (SVR)/2. SVR Intuition.mp4 48.9 MB
7. Support Vector Regression (SVR)/3. SVR in Python.mp4 48.4 MB
35. Linear Discriminant Analysis (LDA)/3. LDA in Python.mp4 47.6 MB
8. Decision Tree Regression/4. Decision Tree Regression in R.mp4 46.5 MB
16. Naive Bayes/1. Bayes Theorem.mp4 46.0 MB
24. Apriori/5. Apriori in R - Step 3.mp4 46.0 MB
38. Model Selection/3. k-Fold Cross Validation in R.mp4 45.8 MB

[磁力链接] 添加时间:2022-03-14 大小:6.5 GB 最近下载:2025-11-03 热度:763

[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