Courses I've taken

National Univeristy of Singapore's Courses
- CS5340: Uncertainty Modeling in AI (Probabilistic Graphical Models), Harold Soh, Code
- CS6208: Advanced Topics in AI (Graph Neural Networks), Xavier Bresson, Code
- CS5478: Intelligent Robots: Algorithms and Systems, Lin Shao
- CS5446: AI Planning and Decision Making, Akshay Narayan
Online Courses
- [Y4S1] Deep Learning Specialization, Andrew Ng
- [Y4S1] Deep Neural Networks with PyTorch, IBM
- [Y4S1] CS231n: Convolutional Neural Networks for Visual Recognition, Stanford University
- [Y4S1] 🔥 Machine Learning (Generative Adversarial Network), Hung-yi Lee
- Games 101: Introduction to Computer Graphics, Lingqi Yan
Nanjing University's Courses
- LAMDA
  - [Y3S2] Probability Theory and Statistics, Wei Gao
  - [Y3S2] Game Theory, Wei Gao
  - [Y3S2] Machine Learning, Han-Jia Ye and Zhi-Hua Zhou (including my homework implementation)
  - [Y3S2] Data Mining, Ming Li (including my homework implementation)
  - [Y3S2] Digital Image Processing, Lijun Zhang (including my homework implementation)
  - [Y4S2] Pattern Recognition and Computer Vision, Jianxin Wu
- Institute of Computer Software
  - [Y2S1] Introduction to Computer System, Liang Wang
  - [Y2S2] Introduction to Algorithm Design and Analysis, Yu Huang, TA Hengfeng Wei
  - [Y2S2] 🔥 Operating System, Videos, Yanyan Jiang
  - [Y3S2] Principles and Techniques of Compilers, Chang Xu (including my homework and compiler implementation)
- Others
  - [Y1S1] C Programming, Yanwen Guo
  - [Y2S1] C++ Programming, Jiajun Chen
  - [Y2S1] x86 Assembly Language Programming, Haijun Wu
  - [Y2S2] AI Programming (Python), Li Zhang (including my homework implementation)
  - [Y2S1] Data Structure, Lin Shang
  - [Y2S2] Computer Network, Chen Tian
  - [Y2S2] Introduction to Theoretical Computer Science
  - [Y3S1] Introduction to Database, [It is recommended to follow Yunjun Gao in ZJU]
  - [Y3S1] Introduction to Software Engineering, Tian Zhang
  - [Y3S1] Quantum Computing and Quantum Communication
  - [Y3S2] Big Data Parallel Processing with MapReduce, Rong Gu (including my homework implementation)
  - [Y4S2] Computer Vision: Representation and Recognition, Limin Wang (including my homework implementation)
- Math
  - [Y1] Calculus I, II
  - [Y1S2] Discrete Mathematics
  - [Y2S1] Linear Algebra
  - [Y3S1] Probability Theory and Statistics
- Others
  - Structure and Interpretation of Computer Programs, Yue Li and Xinyu Feng