Byte-Sized-Chunks-Decisi-1mqaQ
00. slides - decision trees.pdf18.68MB
00. slides - overfitting.pdf2.81MB
01. You This Course and Us.mp456.36MB
02. Planting the seed - What are Decision Trees.mp458.93MB
03. Growing the Tree - Decision Tree Learning.mp473.23MB
04. Branching out - Infortion Gain.mp491.73MB
05. Decision Tree Algorithms.mp427.74MB
06. Installing Python - Anaconda and Pip.mp454.39MB
07. Back to Basics A Numpy in Python.mp454.48MB
08. Back to Basics A Numpy and Scipy in Python.mp439.07MB
09. Titanic A Decision Trees predict Survival (Kaggle) - I.mp472.51MB
10. Titanic A Decision Trees predict Survival (Kaggle) - II.mp463.81MB
11. Titanic A Decision Trees predict Survival (Kaggle) - III.mp449.83MB
12. Overfitting - The Bane of chine Learning.mp466.33MB
13. Overfitting Continued.mp437.94MB
14. Cross-Validation.mp454.02MB
15. Simplicity is a virtue - Regularization.mp420.70MB
16. The Wisdom Of Crowds - Ensemble Learning.mp450.54MB
17. Ensemble Learning continued - Bagging Boosting and Stacking.mp465.52MB
18. Random Forests - Much more than trees.mp446.78MB
19. Back on the Titanic - Cross Validation and Random Forests.mp498.10MB
- CreateTime2022-10-24
- UpdateTime2022-10-30
- FileTotalCount27
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