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https://github.com/chufucun/awesome-tutorials

Awesome Tutorials
https://github.com/chufucun/awesome-tutorials

List: awesome-tutorials

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Awesome Tutorials

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README 

        
# Awesome-tutorials

A curated list of awesome tutorials: book, blog, course, code...



## Contributing



Welcome to contribute, you can use [issues](https://github.com/chufucun/awesome-tutorials/issues) or Pull Request 



## Table of Contents



  - [Math](#math)

  - [Java](#java)

  - [Python](#python)

  - [crawler](#Scrapy)

  - [Big Data](#big-data)

  - [Deep Learning](#deep-learning)

  - [Machine Learning](#machine-learning)

  - [Git](#git)

  - [Free Books](#free-books)

  - [Full stack](#full-stack)



## Math



#### Courses

* [3blue1brown](http://www.3blue1brown.com/)  - focuses on higher education mathematics with a distinct visual perspective - Grant Sanderson 熟肉在[这里](https://space.bilibili.com/88461692)



## Java

 

#### Books

+ [Java® Notes for Professionals book](https://goalkicker.com/JavaBook/)

* [Effective Java 3rd Edition](https://www.oreilly.com/library/view/effective-java-3rd/9780134686097/) - The Definitive Guide to Java Platform Best Practices–Updated for Java 7, 8, and 9 - Joshua Bloch

* [Java Concurrency in Practice](http://jcip.net/) 



#### Blog



#### Courses



#### Framework

+ [JHipster](https://www.jhipster.tech/) - JHipster is a fully Open Source, widey used application generator. Easily create high-quality Spring Boot + Angular/React projects! 中文版在[这里](https://www.jhipster-cn.tech/)



## Python



#### Courses

+ [Python Course](https://www.python-course.eu) - Free comprehensive online tutorials suitable for self-study and high-quality on-site Python courses

+ [Python教程](https://www.liaoxuefeng.com/wiki/0014316089557264a6b348958f449949df42a6d3a2e542c000) - 中文，免费，零起点，完整示例，基于最新的Python3 - 廖雪峰



## Crawler



#### Resource

+ [Awesome Scrapy](https://github.com/michael-yin/awesome-scrapy) - A curated list of awesome packages, articles, and other cool resources from the Scrapy community.

+ [Awesome-crawler](https://github.com/BruceDone/awesome-crawler) - A collection of awesome web crawler,spider in different languages

+ [Frontera](https://github.com/scrapinghub/frontera) - A scalable frontier for web crawlers. 中文版在[这里](https://frontera-docs-zh-cn.readthedocs.io/zh_CN/latest/index.html)



#### Blog

+ [frontera—最好的scrapy 分布式框架](https://www.jianshu.com/p/ff8846ad0e94)



## Big Data



#### Blog

+ [从入门到精通-Fayson带你玩转CDH](https://mp.weixin.qq.com/s?__biz=MzI4OTY3MTUyNg==&mid=100003774&idx=1&sn=f4180e2f5162b92c6665b220376a5fff&chksm=6c2adfb75b5d56a1038a1dfed4c1ab35564c17e663de8df36a9310189b9ea40ca318063552d1&scene=18#rd)



## Deep Learning  



#### Books

* [Deep Learning Book](http://www.deeplearningbook.org/) - A bestseller book about Deep Learning, written by top experts of AI. Really recommend this.



#### Courses

* [Deep Learning Andrew Ng](https://www.coursera.org/specializations/deep-learning) - A course from top expert of AI - Andrew Ng

* [Tensorflow and deep learning without a PhD](https://github.com/GoogleCloudPlatform/tensorflow-without-a-phd)  - A crash course in six episodes for software developers who want to become machine learning practitioners - martin_gorner



## Machine Learning



#### Blog

+ [Machine Learning Mastery](https://machinelearningmastery.com/) - Learn a lots trick from there. Good blog for Machine Learning

+ [Towards Data Science](https://medium.com/towards-data-science) - Sharing concepts, ideas and codes about Data Science



#### Courses

+ [Machine Learning Andrew Ng](https://www.coursera.org/learn/machine-learning) - A course from top expert of AI - Andrew Ng

+ [100 Days of ML Coding](https://github.com/Avik-Jain/100-Days-Of-ML-Code) - 100 Days of Machine Learning Coding as proposed by [Siraj Raval](https://github.com/llSourcell). 中文版在[这里](https://github.com/MLEveryday/100-Days-Of-ML-Code)

+ [Intro to Machine Learning](https://cn.udacity.com/course/intro-to-machine-learning--ud120) - A course from Udacity - Katie Malone, Sebastian Thrun

+ [莫烦Python](https://morvanzhou.github.io/) - 机器学习相关教程 - [周沫凡](https://morvanzhou.github.io/about/)



## Git



#### Blog

+ [A successful Git branching model](https://nvie.com/posts/a-successful-git-branching-model/) - A best practice

+ [Pull Request Tutorial](https://yangsu.github.io/pull-request-tutorial/)

+ [Comparing Workflows](https://www.atlassian.com/git/tutorials/comparing-workflows) - Git Workflows and Tutorials, 中文版[在这](https://github.com/oldratlee/translations/blob/master/git-workflows-and-tutorials/README.md)



#### Books

+ [Pro Git](https://git-scm.com/book/zh/v2) - The entire Pro Git book, written by Scott Chacon and Ben Straub and published by Apress

+ [Git教程](https://www.liaoxuefeng.com/wiki/0013739516305929606dd18361248578c67b8067c8c017b000) - 廖雪峰



#### Courses

+ [Learn Git Branching](https://learngitbranching.js.org/) - 



## Free Books



+ [Programming Notes for Professionals books](https://goalkicker.com/) - Free Programming Books on Android development, C, C#, CSS, HTML5, iOS development, Java, JavaScript, ... NET Framework Notes for Professionals book

+ [List of Free Learning Resources](https://ebookfoundation.github.io/free-programming-books/) - The repo is now administered by the [Free Ebook Foundation](https://ebookfoundation.org). 中文资源在[这里](https://ebookfoundation.github.io/free-programming-books/free-programming-books-zh.html)

+ [免费的编程中文书籍索引](https://github.com/justjavac/free-programming-books-zh_CN) - justjavac



## Other



+ [Coding Interview University](https://github.com/jwasham/coding-interview-university) - A complete computer science study plan to become a software engineer.

 中文版在[这里](https://github.com/jwasham/coding-interview-university/blob/master/translations/README-cn.md)

+ [LeetCode](https://leetcode.com/) - The World's Leading Online Programming Learning Platform. [领扣中国](https://leetcode-cn.com)

+ [HackerRank](https://www.hackerrank.com) - Practice coding, prepare for interviews, and get hired.

+ [LintCode 领扣](https://www.lintcode.com) - 空前强大的在线编程训练系统。 [参考答案](https://www.jiuzhang.com/solutions/)

+ [Tecmint](https://www.tecmint.com/) - Linux Howtos, Tutorials & Guides

+ [Awesome-programming-tutorials](https://github.com/TranBaVinhSon/awesome-programming-tutorials)



## Full stack

+ [professional-programming](https://github.com/charlax/professional-programming) - A collection of full-stack resources for programmers.