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Machine Learning A-Z - Hands-On Python and R In Data Science

  • 收录时间:2020-05-29 14:30:20
  • 文件大小:6GB
  • 下载次数:75
  • 最近下载:2021-01-19 22:02:03
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文件列表

  1. 31 Artificial Neural Networks.rar 506MB
  2. 29 -------------------- Part 7 Natural Language Processing --------------------.rar 448MB
  3. 05 Multiple Linear Regression.rar 366MB
  4. 32 Convolutional Neural Networks.rar 354MB
  5. 06 Polynomial Regression.rar 317MB
  6. 27 Upper Confidence Bound (UCB).rar 300MB
  7. 12 Logistic Regression.rar 272MB
  8. 24 Apriori.rar 266MB
  9. 02 -------------------- Part 1 Data Preprocessing --------------------.rar 236MB
  10. 04 Simple Linear Regression.rar 201MB
  11. 34 Principal Component Analysis (PCA).rar 195MB
  12. 16 Naive Bayes.rar 177MB
  13. 22 Hierarchical Clustering.rar 170MB
  14. 15 Kernel SVM.rar 170MB
  15. 38 Model Selection.rar 167MB
  16. 28 Thompson Sampling.rar 163MB
  17. 18 Random Forest Classification.rar 145MB
  18. 21 K-Means Clustering.rar 141MB
  19. 17 Decision Tree Classification.rar 125MB
  20. 08 Decision Tree Regression.rar 120MB
  21. 07 Support Vector Regression (SVR).rar 120MB
  22. 14 Support Vector Machine (SVM).rar 118MB
  23. 01 Welcome to the course.rar 118MB
  24. 35 Linear Discriminant Analysis (LDA).rar 114MB
  25. 09 Random Forest Regression.rar 112MB
  26. 13 K-Nearest Neighbors (K-NN).rar 111MB
  27. 39 XGBoost.rar 100MB
  28. 36 Kernel PCA.rar 92MB
  29. 10 Evaluating Regression Models Performance.rar 68MB
  30. 19 Evaluating Classification Models Performance.rar 43MB
  31. 25 Eclat.rar 42MB
  32. 30 -------------------- Part 8 Deep Learning --------------------.rar 25MB
  33. 40 Bonus Lectures.rar 3KB
  34. 33 -------------------- Part 9 Dimensionality Reduction --------------------.rar 1KB
  35. 37 -------------------- Part 10 Model Selection Boosting --------------------.rar 1KB
  36. 26 -------------------- Part 6 Reinforcement Learning --------------------.rar 1KB
  37. 11 -------------------- Part 3 Classification --------------------.rar 1KB
  38. 03 -------------------- Part 2 Regression --------------------.rar 1KB
  39. 20 -------------------- Part 4 Clustering --------------------.rar 1KB
  40. 23 -------------------- Part 5 Association Rule Learning --------------------.rar 906B