chuducthang77 / summer_code

Summer_code_camp

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Project and Learning Materials

Machine Learning/Deep Learning/Reinforcement Learning

1. CS229: Machine Learning link
2. CS231n: Deep Learning link
3. CS234: link
4. CMPUT340: Numerical Method
5. CMPUT366: Intelligent system
6. Computational Structural: link
7. Operating System: link
8. CMPUT 365: Reinforcement Learning - Optional
9. MATH 334: Differential Equation - Optional
10. STAT 266: Probability 2
11. STAT 378: Applied Linear Regression
12. STAT 371: Stochastic process
13. MATH 382: Optimization - Optional
14. Network: link

Frontend

1. Personal Website

Kaggle Competition

1. Kaggle

Leetcode practice

1. First 50 problems (15-30-5)

Books

1. Pattern Recognition and Machine Learning
2. Reinforcement Learning
3. Deep Learning

Research Projects

1. Coronavirus
2. Clever Shopper
3. Drug repositioning