A curated list of resources I found useful in Software Engineering related field. This list is still in progress

1. Record useful Tools and Links in my learning
2. Existing Curated Lists are too lengthy. (e.g. Awesome) Yes, everything they list are important, but most of them are not essential for beginners. If you are a Novice / beginner / Amateur, check this out !

• Tutorials & Docs
  • Programming Languages
  • Tools
  • Coding Style
  • Choose a Software License?
• Platforms & Frameworks
  • Data Science Contest Platform
  • Some Web Development Framework I recommend
  • Backend as a Service (BAAS)
  • MOOCs Learn to code
  • Online Judge platforms to practice
• Find a Job
  • Job Websites
  • Job Forums
  • Crack a Code Interview

1. C++

   • Documentation
   • BOOK: C++ Primer
   • BOOK: The C++ Programming Language

2. Python

   • Documentation
   • 廖雪峰的python教程 by Michael Liao - Strongly recommend
   • Jupyter Notebook (MUST-HAVE)
     • nbExtensions: e.g. TOC
     • nbExtension Configurator

3. R

   • R語言翻轉教室 by Wush Wu - Strongly recommend
   • RStudio: A handy R IDE

4. HTML, CSS, JavaScript, PHP, SQL, ...

   • W3Schools
   • W3school (Chinese)

5. Shell

   • 鳥哥的 Linux 私房菜 - Strongly recommend

1. Git

   • 廖雪峰的git教程 by Michael Liao - Strongly recommend
   • Github Guides

2. Regular Expression 正则表达式

   • 正则表达式30分钟入门教程 by deerchao
   • RegExr: Marv platfrom to test your Regular expression

3. CUDA

   • Official Toolkit Documentation
   • Official Programming Guide
   • Udacity CS344

4. Latex

   • Latex Tutorial
   • Latex 中文模版收集
   • Edit online and collaborate
     • Overleaf
     • ShareLaTex

5. Machine Learning

   • BOOK: 周志华 - 机器学习 - Stronly recommend
   • Machine Learning Coursera by Andrew Ng

6. Open source guide

   • opensource.guide by github
   • How to Contribute to an Open Source Project on GitHub

7. Editor / IDEs:

   • Editors I strongly recommend:
     • Sublime
     • Atom
     • Visual Studio Code
   • IDEs:
     • Visual Studio - for Windows, Mac(just released)
     • Xcode - for Mac
     • JetBrains series - Students can use for free
   • Coding in shell
     • Vim
     • Emacs

1. PEP-8 (Python)
2. Doxygen (C++)

1. Simple description of popular software licenses by Paul Miller
   • Drawn a very intuitive picture to help you choose a license.
2. 如何选择开源许可证? by wadefelix
   • Paul Miller 工作的中文翻译

• Kaggle
• Tianchi 天池
• Biendata
• DataHack

Wikipedia: Comparison of web frameworks

1. Django: A python framework, real easy to use with wonderful doc
   • Documentation: Django Book
   • Django Book (Chinese) Django Book (Chinese)
2. Yii framework (PHP)
3. Ruby on Rails
   • RailsGuides 中文指南

• LeanCloud
• Bmob
• MaxLeap
• Arrownck
• Parse - No longer in service

• Udemy
• Khan Academy
• Codecademy
• Cousera
• Udacity

• Leetcode
• Lintcode
• hihoCoder
• HackerRank
• Google Kickstart (CodeJam)
• Nowcode 牛客网

1. Company Official Website:
   • Google Career
   • Microsoft: Join MS , MSRA 微软亚研院
   • Tencent 腾讯
   • Baidu Talent 百度
   • Alibaba 阿里巴巴
   • Morgan Stanley
   • Yahoo
   • IBM
   • DiDi Research 滴滴研究院
   • Apple in China
   • Trend Micro
   • Sogou
2. Third Party:
   • 中华英才网
   • 实习僧
   • 大街网
   • Linkedin 领英
   • Chitu app 赤兔
3. Wechat Subscription (微信公众号):
   • 清华就业 (THUCareerCenter)
   • 职协互联网club (SCDA-InternetClub)
   • 逆行求职 (nixingjihua)
   • Google招聘包打听
   • 应届生求职网订阅号 (yingjiesheng)

• Glassdoor: Many interview experience and salary information

• 看准网

• 应届生论坛: Many companies' HR (e.g. Microsoft) answer questions here.

• 北大未名BBS - 实习(Intern)版

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1. Experience and suggestions

   • Google Interview University by jwasham
   • Companies hiring without white boards by poteto
   • interviews by kdn251

2. BOOKs:

   • Programming Pearls 编程珠玑
   • 剑指offer
   • 编程之美

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