Byte-Sized-Chunks. Decision Trees and Random Forests
File List
- 19. Back on the Titanic - Cross Validation and Random Forests.mp4 98.1 MB
- 04. Branching out - Information Gain.mp4 91.7 MB
- 03. Growing the Tree - Decision Tree Learning.mp4 73.2 MB
- 09. Titanic : Decision Trees predict Survival (Kaggle) - I.mp4 72.5 MB
- 12. Overfitting - The Bane of Machine Learning.mp4 66.3 MB
- 17. Ensemble Learning continued - Bagging, Boosting and Stacking.mp4 65.5 MB
- 10. Titanic : Decision Trees predict Survival (Kaggle) - II.mp4 63.8 MB
- 02. Planting the seed - What are Decision Trees.mp4 58.9 MB
- 01. You, This Course, and Us.mp4 56.4 MB
- 07. Back to Basics : Numpy in Python.mp4 54.5 MB
- 06. Installing Python - Anaconda and Pip.mp4 54.4 MB
- 14. Cross-Validation.mp4 54.0 MB
- 16. The Wisdom Of Crowds - Ensemble Learning.mp4 50.5 MB
- 11. Titanic : Decision Trees predict Survival (Kaggle) - III.mp4 49.8 MB
- 18. Random Forests - Much more than trees.mp4 46.8 MB
- 08. Back to Basics : Numpy and Scipy in Python.mp4 39.1 MB
- 13. Overfitting Continued.mp4 37.9 MB
- 05. Decision Tree Algorithms.mp4 27.7 MB
- 15. Simplicity is a virtue - Regularization.mp4 20.7 MB
- 00. slides - decision trees.pdf 18.7 MB
- 00. slides - overfitting.pdf 2.8 MB
- RandomForest-Python2.py 17.5 KB
- RandomForest-Python3.py 17.5 KB
- DecisionTree-Drill-Python2.py 12.3 KB
- DecisionTree-Drill-Python3.py 12.2 KB
- Numpy-Python3.py 7.1 KB
- Numpy-Python2.py 7.1 KB
Download Torrent
Related Resources
Copyright Infringement
If the content above is not authorized, please contact us via activebusinesscommunication[AT]gmail.com. Remember to include the full url in your complaint.