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:https://github.com/bingjin/ThinkPython2-CN
- Problem Solving with Algorithms and Data Structures Using Python https://github.com/facert/python-data-structure-cn
SICP Python描述 https://github.com/wizardforcel/sicp-py-zh
Data Structure
- LeetCode:https://leetcode-cn.com/explore/learn/
- https://github.com/liuyubobobo/Play-Leetcode-Explore
Linear Algebra
- MIT 18.06:https://www.bilibili.com/video/av15463995?from=search&seid=16412890485041558025
Machine Learning
Basic
- CS229:https://www.bilibili.com/video/av28468522?from=search&seid=15330936655901325835
- Neural Networks and Deep Learning:https://github.com/zhanggyb/nndl
Direction
- GAN:https://www.bilibili.com/video/av24011528?from=search&seid=10415083424527252092
Computer Vision
Basic
- CS231n:https://space.bilibili.com/216720985/video?keyword=cs231n
Direction
Image Classification:https://github.com/weiaicunzai/awesome-image-classification
Object Detection:https://github.com/hoya012/deep_learning_object_detection
Semantic Segmentation:https://github.com/mrgloom/awesome-semantic-segmentation
Pytorch
PyTorch源码浅析：简介
万字综述，核心开发者全面解读PyTorch内部机制