AI is now hot, online resources are very large, dazzling. I'm a non-Coban, after half a year of exploration, it is also considered so-so into the pit. The following finishing my opinion a good learning resources, most of which I have seen, in order to share with more people. I will continue to keep it updated, also welcome to add.
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 description 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
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
Computer Vision
Basic
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