study-is-wonderful

awesome public courses and wonderful study resource
https://github.com/xioacd99/study-is-wonderful

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Compiler
- Other Topics
  - 斯坦福·编译原理
  - 康奈尔·高级编译原理
斯坦福
CMU
加州伯克利
牛津
- 数值方法
哈佛
- 概率论
- 抽象代数
MIT
耶鲁
- 博弈论
general
Algorithms and Data Structures
System and Architecture
Artificial Intelligence (general)
- - 跟李沐学AI
  - CMU·人工智能 (研究生)
  - 李宏毅·Deep Learning Theory
  - 李宏毅·Next Step of Machine Learning
  - 李宏毅·Advanced Topics in Deep Learning
  - 李宏毅·机器学习-v1 - v2](https://www.youtube.com/watch?v=Ye018rCVvOo&list=PLJV_el3uVTsMhtt7_Y6sgTHGHp1Vb2P2J), [李宏毅·机器学习-v1](https://www.youtube.com/watch?v=7XZR0-4uS5s&list=PLJV_el3uVTsPM2mM-OQzJXziCGJa8nJL8), [李宏毅·机器学习-TA 补充课](https://www.youtube.com/watch?v=eybCCtNKwzA&list=PLJV_el3uVTsM8QoIIe9JrSDjB0e1UkbEC) <img src="youtube.svg" width="3%"/>
  - MIT·深度学习
  - MIT·机器学习
  - 斯坦福·人工智能原理与技术
  - 伯克利·CS 188
- Computer Vision (CV)
  - cs231n
  - 李宏毅·GAN-2018 - 2017](https://www.youtube.com/watch?v=G0dZc-8yIjE&list=PLJV_el3uVTsMd2G9ZjcpJn1YfnM9wVOBf) <img src="youtube.svg" width="3%"/>
- Natural Language Processing (NLP)
- Reinforcement Learning (RL)
- Statistical Learning (SL)
  - 加州伯克利·统计机器学习
- Other Topics
Data Science
- Other Topics
Database
- Other Topics
Parallel Computing
- Other Topics
Software Engineering
- Other Topics
  - 康奈尔·软件工程
  - CMU·智能系统软件工程
Computer Network
- Other Topics
Computer Graphics
- Other Topics
Others
- Other Topics

Categories

Others 37 Artificial Intelligence (general) 27 MIT 11 System and Architecture 10 Algorithms and Data Structures 9 Data Science 6 general 5 斯坦福 4 Database 3 Parallel Computing 3 加州伯克利 3 Computer Graphics 3 Computer Network 3 CMU 3 Compiler 2 哈佛 2 Software Engineering 2 牛津 1 耶鲁 1

Sub Categories

Other Topics 65 Natural Language Processing (NLP) 5 Reinforcement Learning (RL) 3 Computer Vision (CV) 2 Statistical Learning (SL) 1