Byte Sized Chunks Decision Trees and Random Forests | B28C863B4FBD437DBD36D9BAC8EF7F58CDBE47B7

Byte Sized Chunks Decision Trees and Random Forests

Name	Byte-Sized-Chunks. Decision Trees and Random Forests	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.2 GB
Total Files	27
Hash	B28C863B4FBD437DBD36D9BAC8EF7F58CDBE47B7

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00. slides - decision trees.pdf	19.6 MB
00. slides - overfitting.pdf	3.0 MB
01. You, This Course, and Us.mp4	59.1 MB
02. Planting the seed - What are Decision Trees.mp4	61.8 MB
03. Growing the Tree - Decision Tree Learning.mp4	76.8 MB
04. Branching out - Information Gain.mp4	96.2 MB
05. Decision Tree Algorithms.mp4	29.1 MB
06. Installing Python - Anaconda and Pip.mp4	57.0 MB
07. Back to Basics : Numpy in Python.mp4	57.1 MB
08. Back to Basics : Numpy and Scipy in Python.mp4	41.0 MB
09. Titanic : Decision Trees predict Survival (Kaggle) - I.mp4	76.0 MB
10. Titanic : Decision Trees predict Survival (Kaggle) - II.mp4	66.9 MB
11. Titanic : Decision Trees predict Survival (Kaggle) - III.mp4	52.2 MB
12. Overfitting - The Bane of Machine Learning.mp4	69.6 MB
13. Overfitting Continued.mp4	39.8 MB
14. Cross-Validation.mp4	56.6 MB
15. Simplicity is a virtue - Regularization.mp4	21.7 MB
16. The Wisdom Of Crowds - Ensemble Learning.mp4	53.0 MB
17. Ensemble Learning continued - Bagging, Boosting and Stacking.mp4	68.7 MB
18. Random Forests - Much more than trees.mp4	49.1 MB
19. Back on the Titanic - Cross Validation and Random Forests.mp4	102.9 MB
DecisionTree-Drill-Python2.py	12.6 KB
DecisionTree-Drill-Python3.py	12.5 KB
Numpy-Python2.py	7.2 KB
Numpy-Python3.py	7.2 KB
RandomForest-Python2.py	17.9 KB
RandomForest-Python3.py	17.9 KB
Total files 27