现在AI大热,网上的资源也非常多,让人眼花缭乱。非科班的我,经过半年的摸索,也算马马虎虎入了坑。下面整理了我认为不错的学习资源,大部分我都看过,以分享给更多的人。我会不断保持更新,也欢迎大家补充。
Python
Think Python:
- Problem Solving with Algorithms and Data Structures Using Python
SICP Python描述
Data Structure
- LeetCode:
Linear Algebra
- MIT 18.06:
Machine Learning
Basic
- CS229:
- Neural Networks and Deep Learning:
Direction
- GAN:
Computer Vision
Basic
- CS231n:
Direction
Image Classification:
Object Detection:
Semantic Segmentation: