inkfin / Machine-Learning-2022F

CS405 Machine-Learning Homework

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Machine Learning

The course material for Machine Learning.

The lab material

1. Lab Introduction
2. Preliminary
3. Naïve-Bayes
4. Linear Regression
5. Decision Tree & Random Forest
6. Linear Discriminant Analysis
7. Neural Network
8. Convolutional Neural Network
9. Object Detection and Tracking
10. SVM
11. K-means clustering
12. GMM clustering
13. Markov Decision Process (MDP)
14. Q-Learning
15. Final Project
16. Final Project

Authors

• Jia Yanhong