- 01. What Is Machine Learning?
- 02. Decision Trees
- 03. Decision Trees Quiz
- 04. Decision Trees Answer
- 05. Naive Bayes
- 06. Naive Bayes Quiz
- 07. Naive Bayes Answer
- 08. Gradient Descent
- 09. Linear Regression Quiz
- 10. Linear Regression Answer
- 11. Logistic Regression Quiz
- 12. Logistic Regression Answer
- 13. Support Vector Machines
- 14. Support Vector Machines Quiz
- 15. Support Vector Machines Answer
- 16. Neural Networks
- 17. Kernel Method
- 18. Kernel Method Quiz
- 19. Kernel Method Answer
- 20. Recap and Challenge
- 21. K-means Clustering
- 22. Hierarchical Clustering
- 23. Summary