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Byte-Sized-Chunks. Decision Trees and Random Forests

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Byte-Sized-Chunks. Decision Trees and Random Forests/00. slides - decision trees.pdf 18.7 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/00. slides - overfitting.pdf 2.8 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/01. You, This Course, and Us.mp4 56.4 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/02. Planting the seed - What are Decision Trees.mp4 58.9 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/03. Growing the Tree - Decision Tree Learning.mp4 73.2 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/04. Branching out - Information Gain.mp4 91.7 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/05. Decision Tree Algorithms.mp4 27.7 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/06. Installing Python - Anaconda and Pip.mp4 54.4 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/07. Back to Basics : Numpy in Python.mp4 54.5 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/08. Back to Basics : Numpy and Scipy in Python.mp4 39.1 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/09. Titanic : Decision Trees predict Survival (Kaggle) - I.mp4 72.5 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/10. Titanic : Decision Trees predict Survival (Kaggle) - II.mp4 63.8 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/11. Titanic : Decision Trees predict Survival (Kaggle) - III.mp4 49.8 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/12. Overfitting - The Bane of Machine Learning.mp4 66.3 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/13. Overfitting Continued.mp4 37.9 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/14. Cross-Validation.mp4 54 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/15. Simplicity is a virtue - Regularization.mp4 20.7 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/16. The Wisdom Of Crowds - Ensemble Learning.mp4 50.5 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/17. Ensemble Learning continued - Bagging, Boosting and Stacking.mp4 65.5 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/18. Random Forests - Much more than trees.mp4 46.8 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/19. Back on the Titanic - Cross Validation and Random Forests.mp4 98.1 MB
Byte-Sized-Chunks. Decision Trees and Random Forests/DecisionTree-Drill-Python2.py 12 KB
Byte-Sized-Chunks. Decision Trees and Random Forests/DecisionTree-Drill-Python3.py 12 KB
Byte-Sized-Chunks. Decision Trees and Random Forests/Numpy-Python2.py 7 KB
Byte-Sized-Chunks. Decision Trees and Random Forests/Numpy-Python3.py 7 KB
Byte-Sized-Chunks. Decision Trees and Random Forests/RandomForest-Python2.py 17 KB
Byte-Sized-Chunks. Decision Trees and Random Forests/RandomForest-Python3.py 17 KB
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