计算机科学知识

涵盖了计算机科学方方面面的主题：
01.编程语言
02.数学
03.数据结构和算法
04.计算机比赛
05.Web开发
06.应用程序开发
07.版本控制
08.实习机会
09.面试宝典
10.密码学
11.数据库系统
12.操作系统
13.云计算
14.硬件/计算机体系结构
15.计算机网络
16.计算机图形学
17.AR / VR / HR / XR
18.区块链
19.物联网
20.机器人技术
21.边缘计算
22.Devops
23.机器人过程自动化
24.Linux操作系统
25.量子计算
26.电子游戏开发

Programming (java, c, c++, python)

• Introduction To Python
• Intro to Java Programming
• C For Programmers
• Primer
• Java Complete Reference
• Learn Python The Hard Way

Math

• probability and statistics
  • Introduction to Probability and Statistics MIT
• linear algebra
  • Linear Algebra MIT
• discrete mathematics
  • Mathematics For Computer Science MIT
  • Book – Discrete Mathematics And Its Applications

data structures and algorithms

• Algorithms Part 1 Coursera
• Book – Algorithms Princeton
• INtroduction To Algorithms
• Online judge – SPOJ – 100 problems
• Getting Started With the Sport of Programming
• Introduction to Algorithms
• Algorithms: Design and Analysis Part I
• Algorithms: Design and Analysis Part II
• Algorithms Part I
• Algorithms Part II
  • Data Structures and Algorithms Codechef
• The Art and Craft of Problem Solving
• How To Solve It
• Problem Solving Strategies
• A Path to Combinatorics for Undergraduates

Competitions

• Codeajam
• Hackercup
• ICPC
• Codeforces
• Topcoder
• Data Structures Top Coder
• Topcoder Forums
• Codechef
• Projecteuler
• Hackerrank
• IPSC

web development

• python: Django djangogirls
• Jekyll + Github
• Prodns + Namecheap + GCP
• Developer Roadmap

App Development

• Native
  • Android – Android Developer Roadmap
  • IOS
    • Getting Started With IOS and Swift
    • IOS Developer Roadmap
• Hybrid – Flutter

version control

– github How to use Git and Github

internship

• Angel
• LinkedIn

interview problem solving

• Cracking Coding Interview
• Interviewbit
• Geeks For Geeks
• Cracking Coding Interview Programming Questions

Machine Learning and AI

• data science
• deep learning and neural networks
• Machine Learning Coursera
• Reinforcement Learning Coursera
• Kaggle Competitions

cryptography

• Applied Cryptography

Databases

• Stanford DB
• Intro To relational Databases Udacity

OS

• Introduction to Operating Systems Udacity
• OS berkeley

Cloud computing

• AWS Educate
• Azure for Education
• Google Cloud Platform For Education

Hardware – computer architecture

• Computer Hardware utorial Point

Networking

• Computer Networking a Top Down Aproach
• Ethical hacking
  • Ethical Hacking & Penetration Testing – Complete Course HackerSploit
  • Awesome Hacking Resources Github

Computer graphics

• Computer Graphics Tutorialspoint

AR / VR / HR / XR

• Best Sources To Learn AR and VR development in 2019

Blockchain

• Bitcoin
  • Bitcoin Book
• Etherium
  • ethereum.org

IOT

• IOT Azure
• Oracle IOT
• RassberryPi Blog
• Arduino Blog
• IOT IEEE
• theinternetofthings

Robotics:

• What is the best way to understand the basics of robotics
• How do I start to learn robotics

Edge computing

• What is edge computing
• Guide to Edge Computing by Velotio Technologies

Devops:

• Devops Roadmap

Robotic Process Automation

• Robotic Process Automation Tutorial

Linux

• Linux Journey

Quantum computers

• Hello Quantum: Taking your first steps into quantum computation by Dr James Wootton

Video game development

• How is a video game programmed
• An Overview Of Video Game Development by Abhinav Marwaha

References:

https://www.technologyreview.com/lists/technologies/2019/

https://www.google.com/amp/s/www.forbes.com/sites/bernardmarr/2019/09/30/the-7-biggest-technology-trends-in-2020-everyone-must-get-ready-for-now/amp/

https://en.m.wikipedia.org/wiki/List_of_emerging_technologies?wprov=sfla1

https://techdevguide.withgoogle.com/

https://www.scotthyoung.com/blog/myprojects/mit-challenge-2/

https://roadmap.sh/roadmaps

https://github.com/ossu/computer-science#core-cs

https://en.m.wikipedia.org/wiki/Outline_of_computer_science?wprov=sfla1

https://www.quora.com/What-would-you-advice-for-those-students-who-learned-absolutely-nothing-in-their-4-years-at-college-but-now-wishes-to-work-in-the-world-s-best-AI-ML-team-of-Google-Facebook-etc/answer/Aman-Goel-9?ch=3&share=1e6d62f0&srid=QPeKV

https://www.quora.com/What-is-it-like-to-be-a-super-experienced-programmer/answer/Marty-Fouts-2?ch=10&share=9c96992c&srid=hkjQ2