Learn AI together: Introduction to AI technology path and information source overview
Let's learn AI series blog: directory index
learning path
How to quickly get started with AI deep learning?
- Core Basics
- Simple project drill
- AI knowledge map understanding
- structure, origin, status
- Pre-knowledge
- python
- Higher number differential, line algebra
- research direction
- Self-supervised learning, basic classic introduction
- unsupervised learning
- transfer learning
- Reinforcement Learning, Frontiers
- few-shot learning
- Advanced
- Ng Enda Course
- Li Mu Course
- watermelon book
Take the audio project learning entry path as an example:
learning materials
- Li Mu hands-on deep learning
- Huashu Deep Learning
- Machine Learning Watermelon Book Zhou Zhihua
- Statistical Learning Hang Li
- Wu Enda Machine Learning Course
- Li Hongyi Machine Learning Class
- THU Youth AI Self-improvement Program
Scholars
AI bosses:
- domestic
- He Kaiming, Li Hang, Zhou Zhihua
- Taiwan: Li Hongyi
- foreign
- Japan: Kunihiko Fukushima
- The Big Three: Hinton, Yang Likun, Joshua
- United States: Ng Enda, Li Mu