awesome-tutorials
github.com/chufucun/awesome-tutorials ↗Awesome Tutorials
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me machine learning resources from awesome-tutorials"
Installation instructions →What's inside
Machine Learning
- 100 Days of ML Coding
100 Days of Machine Learning Coding as proposed by
- Intro to Machine Learning
A course from Udacity - Katie Malone, Sebastian Thrun
- Machine Learning Andrew Ng
A course from top expert of AI - Andrew Ng
- Machine Learning Mastery
Learn a lots trick from there. Good blog for Machine Learning
- Towards Data Science
Sharing concepts, ideas and codes about Data Science
- 莫烦Python
机器学习相关教程 -
Math
- 3blue1brown
focuses on higher education mathematics with a distinct visual perspective - Grant Sanderson 熟肉在
Git
- A successful Git branching model
A best practice
- Comparing Workflows
Git Workflows and Tutorials, 中文版
- Git教程
廖雪峰
- Learn Git Branching
- Pro Git
The entire Pro Git book, written by Scott Chacon and Ben Straub and published by Apress
- Pull Request Tutorial
Crawler
- Awesome-crawler
A collection of awesome web crawler,spider in different languages
- Awesome Scrapy
A curated list of awesome packages, articles, and other cool resources from the Scrapy community.
- Frontera
A scalable frontier for web crawlers. 中文版在
- frontera—最好的scrapy 分布式框架
Other
- Awesome-programming-tutorials
- Coding Interview University
A complete computer science study plan to become a software engineer. 中文版在
- HackerRank
Practice coding, prepare for interviews, and get hired.
- LeetCode
The World's Leading Online Programming Learning Platform.
- LintCode 领扣
空前强大的在线编程训练系统。
- Tecmint
Linux Howtos, Tutorials & Guides
Deep Learning
- Deep Learning Andrew Ng
A course from top expert of AI - Andrew Ng
- Deep Learning Book
A bestseller book about Deep Learning, written by top experts of AI. Really recommend this.
- Tensorflow and deep learning without a PhD
A crash course in six episodes for software developers who want to become machine learning practitioners - martin_gorner
Java
- Effective Java 3rd Edition
The Definitive Guide to Java Platform Best Practices–Updated for Java 7, 8, and 9 - Joshua Bloch
- Java Concurrency in Practice
- Java® Notes for Professionals book
- JHipster
JHipster is a fully Open Source, widey used application generator. Easily create high-quality Spring Boot + Angular/React projects! 中文版在
Free Books
- List of Free Learning Resources
The repo is now administered by the
- Programming Notes for Professionals books
Free Programming Books on Android development, C, C#, CSS, HTML5, iOS development, Java, JavaScript, ... NET Framework Notes for Professionals book
- 免费的编程中文书籍索引
justjavac
Showing a sample of 37 resources. View the full list on GitHub →