Machine learning 관련 코스 목록 및 수강 순서
Chip Huyen의 twitter에서 펌
- Probability and Statistics by Stanford Online
- Linear Algebra by MIT
- CS231N: Convolutional Neural Networks for Visual Recognition by Stanford
- Practical Deep Learning for Coders by fastai
- CS224N: Natural Language Processing with Deep Learning by Stanford
- Machine Learning by Coursera (Andrew Ng)
- Probabilistic Graphical Models Specialization by Coursera (Daphne Koller)
- Introduction to Reinforcement Learning by DeepMind
- Full Stack Deep Learning Bootcamp (@pabbeel, @josh_tobin_, @sergeykarayev)
- How to Win a Data Science Competition: Learn from Top Kagglers by Coursera