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Udemy - Complete Machine Learning & Data Science with Python A-Z (4.2025)

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Udemy - Complete Machine Learning & Data Science with Python A-Z (4.2025)

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种子哈希:acd6caf9078f4b48687f11cec66b5c2d8a17f048
文件大小: 1.53G
已经下载:221次
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收录时间:2025-10-08
最近下载:2025-12-19

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文件列表

  • 02. Installations for Python/1. Installing Anaconda Distribution for Windows.mp4 128.6 MB
  • 03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.mp4 93.9 MB
  • 02. Installations for Python/3. Installing Anaconda Distribution for Linux.mp4 89.8 MB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.mp4 66.8 MB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.mp4 60.3 MB
  • 06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.mp4 57.7 MB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.mp4 52.2 MB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.mp4 48.1 MB
  • 02. Installations for Python/2. Installing Anaconda Distribution for MacOs.mp4 48.0 MB
  • 03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.mp4 47.2 MB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.mp4 46.9 MB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.mp4 41.7 MB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.mp4 41.3 MB
  • 17. Principal Component Analysis (PCA) in Machine Learning A-Z/1. Principal Component Analysis (PCA) Theory.mp4 39.8 MB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.mp4 34.9 MB
  • 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.mp4 31.6 MB
  • 10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.mp4 28.4 MB
  • 08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.mp4 28.2 MB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.mp4 26.3 MB
  • 16. Hierarchical Clustering Algorithm in machine learning data science/1. Hierarchical Clustering Algorithm Theory.mp4 26.2 MB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.mp4 25.8 MB
  • 10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.mp4 25.0 MB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.mp4 25.0 MB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.mp4 22.9 MB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.mp4 21.1 MB
  • 12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.mp4 20.6 MB
  • 12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.mp4 20.0 MB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.mp4 19.8 MB
  • 03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.mp4 19.6 MB
  • 02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.mp4 18.9 MB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.mp4 18.8 MB
  • 04. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.mp4 18.7 MB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.mp4 18.6 MB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.mp4 18.3 MB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/4. K Means Clustering Algorithm with Python Part 3.mp4 18.0 MB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.mp4 17.6 MB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/5. Support Vector Machine Algorithm with Python Part 4.mp4 17.1 MB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/3. K Means Clustering Algorithm with Python Part 2.mp4 16.3 MB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/5. K Means Clustering Algorithm with Python Part 4.mp4 15.8 MB
  • 17. Principal Component Analysis (PCA) in Machine Learning A-Z/4. Principal Component Analysis (PCA) with Python Part 3.mp4 15.5 MB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.mp4 15.4 MB
  • 16. Hierarchical Clustering Algorithm in machine learning data science/3. Hierarchical Clustering Algorithm with Python Part 2.mp4 15.4 MB
  • 16. Hierarchical Clustering Algorithm in machine learning data science/2. Hierarchical Clustering Algorithm with Python Part 1.mp4 15.3 MB
  • 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.mp4 14.7 MB
  • 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.mp4 14.5 MB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/2. K Means Clustering Algorithm with Python Part 1.mp4 13.9 MB
  • 12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.mp4 13.6 MB
  • 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.mp4 13.5 MB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.mp4 11.4 MB
  • 17. Principal Component Analysis (PCA) in Machine Learning A-Z/2. Principal Component Analysis (PCA) with Python Part 1.mp4 10.9 MB
  • 18. Recommender System Algorithm in Machine Learning A-Z/1. What is the Recommender System Part 1.mp4 10.4 MB
  • 18. Recommender System Algorithm in Machine Learning A-Z/2. What is the Recommender System Part 2.mp4 9.0 MB
  • 08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.mp4 8.3 MB
  • 14. Unsupervised Learning with Machine Learning/1. Unsupervised Learning Overview.mp4 8.1 MB
  • 03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.mp4 8.0 MB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/1. K Means Clustering Algorithm Theory.mp4 7.9 MB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.mp4 6.7 MB
  • 01. First Contact with Machine Learning/1. What is Machine Learning.mp4 6.4 MB
  • 01. First Contact with Machine Learning/2. Machine Learning Terminology.mp4 3.7 MB
  • 17. Principal Component Analysis (PCA) in Machine Learning A-Z/3. Principal Component Analysis (PCA) with Python Part 2.mp4 3.7 MB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/3. Linear Regression Algorithm With Python Part 2.vtt 26.7 kB
  • 03. Evaluation Metrics in Machine Learning/5.3 Machine Learning A-Z Quiz.html 22.3 kB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/5. Linear Regression Algorithm with Python Part 4.vtt 22.3 kB
  • 03. Evaluation Metrics in Machine Learning/4. Machine Learning With Python.vtt 21.8 kB
  • 03. Evaluation Metrics in Machine Learning/2. Machine Learning Model Performance Evaluation Classification Error Metrics.vtt 21.6 kB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/3. Logistic Regression Algorithm with Python Part 2.vtt 21.4 kB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/7.5 Quiz.html 18.0 kB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/4. Linear Regression Algorithm with Python Part 3.vtt 17.9 kB
  • 01. First Contact with Machine Learning/7.2 Python Machine Learning Quiz.html 17.8 kB
  • 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/5.8 Quiz.html 17.7 kB
  • 16. Hierarchical Clustering Algorithm in machine learning data science/4.13 Quiz.html 17.4 kB
  • 02. Installations for Python/2. Installing Anaconda Distribution for MacOs.vtt 17.4 kB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/6.10 Quiz.html 17.1 kB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/6.4 Quiz.html 17.0 kB
  • 14. Unsupervised Learning with Machine Learning/2.11 Quiz.html 16.9 kB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/7.7 Quiz.html 16.8 kB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/2. Linear Regression Algorithm With Python Part 1.vtt 16.7 kB
  • 18. Recommender System Algorithm in Machine Learning A-Z/3.14 Quiz.html 16.7 kB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/6.12 Quiz.html 16.7 kB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/7.9 Quiz.html 16.7 kB
  • 06. Bias Variance Trade-Off in Machine Learning/2.6 Quiz.html 16.7 kB
  • 01. First Contact with Machine Learning/6.1 Machine Learning Python Quiz.html 16.5 kB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/2. Logistic Regression Algorithm with Python Part 1.vtt 16.3 kB
  • 02. Installations for Python/3. Installing Anaconda Distribution for Linux.vtt 14.9 kB
  • 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/3. K Nearest Neighbors Algorithm with Python Part 2.vtt 14.6 kB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/4. Support Vector Machine Algorithm with Python Part 3.vtt 12.8 kB
  • 06. Bias Variance Trade-Off in Machine Learning/1. What is Bias Variance Trade-Off.vtt 12.4 kB
  • 10. Hyperparameter Optimization/2. Hyperparameter Optimization with Python.vtt 12.2 kB
  • 03. Evaluation Metrics in Machine Learning/3. Evaluating Performance Regression Error Metrics in Python.vtt 11.8 kB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/1. Decision Tree Algorithm Theory.vtt 11.1 kB
  • 02. Installations for Python/1. Installing Anaconda Distribution for Windows.vtt 10.9 kB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/5. Logistic Regression Algorithm with Python Part 4.vtt 10.7 kB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/5. Decision Tree Algorithm with Python Part 4.vtt 10.7 kB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/3. Decision Tree Algorithm with Python Part 2.vtt 10.7 kB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/5. Support Vector Machine Algorithm with Python Part 4.vtt 10.2 kB
  • 17. Principal Component Analysis (PCA) in Machine Learning A-Z/1. Principal Component Analysis (PCA) Theory.vtt 10.0 kB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/3. Support Vector Machine Algorithm with Python Part 2.vtt 9.8 kB
  • 16. Hierarchical Clustering Algorithm in machine learning data science/2. Hierarchical Clustering Algorithm with Python Part 1.vtt 9.5 kB
  • 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/2. K Nearest Neighbors Algorithm with Python Part 1.vtt 9.5 kB
  • 12. Random Forest Algorithm in Machine Learning A-Z/3. Random Forest Algorithm with Pyhon Part 2.vtt 9.4 kB
  • 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/4. K Nearest Neighbors Algorithm with Python Part 3.vtt 9.3 kB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/4. Logistic Regression Algorithm with Python Part 3.vtt 9.2 kB
  • 05. Linear Regression Algorithm in Machine Learning A-Z/1. Linear Regression Algorithm Theory in Machine Learning A-Z.vtt 9.2 kB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/6. Logistic Regression Algorithm with Python Part 5.vtt 9.2 kB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/2. Decision Tree Algorithm with Python Part 1.vtt 8.9 kB
  • 17. Principal Component Analysis (PCA) in Machine Learning A-Z/4. Principal Component Analysis (PCA) with Python Part 3.vtt 8.6 kB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/2. K Means Clustering Algorithm with Python Part 1.vtt 8.6 kB
  • 09. K Nearest Neighbors Algorithm in Machine Learning A-Z/1. K Nearest Neighbors Algorithm Theory.vtt 8.1 kB
  • 08. K-fold Cross-Validation in Machine Learning A-Z/2. K-Fold Cross-Validation with Python.vtt 8.0 kB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/3. K Means Clustering Algorithm with Python Part 2.vtt 8.0 kB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/5. K Means Clustering Algorithm with Python Part 4.vtt 7.9 kB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/4. K Means Clustering Algorithm with Python Part 3.vtt 7.6 kB
  • 10. Hyperparameter Optimization/1. Hyperparameter Optimization Theory.vtt 7.5 kB
  • 12. Random Forest Algorithm in Machine Learning A-Z/1. Random Forest Algorithm Theory.vtt 7.4 kB
  • 12. Random Forest Algorithm in Machine Learning A-Z/2. Random Forest Algorithm with Pyhon Part 1.vtt 7.2 kB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/6. Decision Tree Algorithm with Python Part 5.vtt 7.1 kB
  • 16. Hierarchical Clustering Algorithm in machine learning data science/3. Hierarchical Clustering Algorithm with Python Part 2.vtt 6.9 kB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/2. Support Vector Machine Algorithm with Python Part 1.vtt 6.8 kB
  • 01. First Contact with Machine Learning/5. FAQ regarding Machine Learning.html 6.8 kB
  • 13. Support Vector Machine Algorithm in Machine Learning A-Z/1. Support Vector Machine Algorithm Theory.vtt 6.6 kB
  • 01. First Contact with Machine Learning/4. FAQ regarding Python.html 6.4 kB
  • 04. Supervised Learning with Machine Learning/1. What is Supervised Learning in Machine Learning.vtt 6.0 kB
  • 18. Recommender System Algorithm in Machine Learning A-Z/1. What is the Recommender System Part 1.vtt 5.8 kB
  • 17. Principal Component Analysis (PCA) in Machine Learning A-Z/2. Principal Component Analysis (PCA) with Python Part 1.vtt 5.8 kB
  • 07. Logistic Regression Algorithm in Machine Learning A-Z/1. What is Logistic Regression Algorithm in Machine Learning.vtt 5.5 kB
  • 18. Recommender System Algorithm in Machine Learning A-Z/2. What is the Recommender System Part 2.vtt 5.2 kB
  • 15. K Means Clustering Algorithm in Machine Learning A-Z/1. K Means Clustering Algorithm Theory.vtt 5.1 kB
  • 02. Installations for Python/4. Overview of Jupyter Notebook and Google Colab.vtt 5.1 kB
  • 08. K-fold Cross-Validation in Machine Learning A-Z/1. K-Fold Cross-Validation Theory.vtt 5.1 kB
  • 16. Hierarchical Clustering Algorithm in machine learning data science/1. Hierarchical Clustering Algorithm Theory.vtt 4.8 kB
  • 01. First Contact with Machine Learning/1. What is Machine Learning.vtt 4.5 kB
  • 14. Unsupervised Learning with Machine Learning/1. Unsupervised Learning Overview.vtt 4.4 kB
  • 11. Decision Tree Algorithm in Machine Learning A-Z/4. Decision Tree Algorithm with Python Part 3.vtt 4.3 kB
  • 03. Evaluation Metrics in Machine Learning/1. Classification vs Regression in Machine Learning.vtt 3.9 kB
  • 01. First Contact with Machine Learning/2. Machine Learning Terminology.vtt 2.9 kB
  • 17. Principal Component Analysis (PCA) in Machine Learning A-Z/3. Principal Component Analysis (PCA) with Python Part 2.vtt 2.4 kB
  • 19. Extra/1. Complete Machine Learning & Data Science with Python A-Z.html 305 Bytes
  • 01. First Contact with Machine Learning/3. Machine Learning Project Files.html 293 Bytes

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