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
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