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Byte-Sized-Chunks. Decision Trees and Random Forests

  • 收录时间:2018-05-06 15:56:36
  • 文件大小:1GB
  • 下载次数:105
  • 最近下载:2021-01-22 02:33:57
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文件列表

  1. 19. Back on the Titanic - Cross Validation and Random Forests.mp4 98MB
  2. 04. Branching out - Information Gain.mp4 92MB
  3. 03. Growing the Tree - Decision Tree Learning.mp4 73MB
  4. 09. Titanic : Decision Trees predict Survival (Kaggle) - I.mp4 73MB
  5. 12. Overfitting - The Bane of Machine Learning.mp4 66MB
  6. 17. Ensemble Learning continued - Bagging, Boosting and Stacking.mp4 66MB
  7. 10. Titanic : Decision Trees predict Survival (Kaggle) - II.mp4 64MB
  8. 02. Planting the seed - What are Decision Trees.mp4 59MB
  9. 01. You, This Course, and Us.mp4 56MB
  10. 07. Back to Basics : Numpy in Python.mp4 54MB
  11. 06. Installing Python - Anaconda and Pip.mp4 54MB
  12. 14. Cross-Validation.mp4 54MB
  13. 16. The Wisdom Of Crowds - Ensemble Learning.mp4 51MB
  14. 11. Titanic : Decision Trees predict Survival (Kaggle) - III.mp4 50MB
  15. 18. Random Forests - Much more than trees.mp4 47MB
  16. 08. Back to Basics : Numpy and Scipy in Python.mp4 39MB
  17. 13. Overfitting Continued.mp4 38MB
  18. 05. Decision Tree Algorithms.mp4 28MB
  19. 15. Simplicity is a virtue - Regularization.mp4 21MB
  20. 00. slides - decision trees.pdf 19MB
  21. 00. slides - overfitting.pdf 3MB
  22. RandomForest-Python2.py 17KB
  23. RandomForest-Python3.py 17KB
  24. DecisionTree-Drill-Python2.py 12KB
  25. DecisionTree-Drill-Python3.py 12KB
  26. Numpy-Python3.py 7KB
  27. Numpy-Python2.py 7KB