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cs-self-learning

csdiy.wiki

cs-self-learning

Foreword
How To Use The Book
Guideline
Productivity Toolkit
Productivity Toolkit
- GFW
- Vim
- Emacs
- Git
- GitHub
- GNU Make
- CMake
- LaTeX
- Docker
- Scoop
- Notes Workflow
- Useful Tools
- Thesis Writing
- Information Retrieval
Book Recommendation
Fundamental Mathematics
Fundamental Mathematics
Advanced Mathematics
Advanced Mathematics
Fundamental Programming
Fundamental Programming
- MIT-Missing-Semester
- Sysadmin DeCal
- Python Language
  Python Language
  - UCB CS61A: Structure and Interpretation of Computer Programs
  - CS50P: CS50's Introduction to Programming with Python
- C Language
  C Language
  - Harvard CS50: This is CS50x
  - Duke University: Introductory C Programming Specialization
- C++ Language
  C++ Language
- Rust Language
  Rust Language
  - Stanford CS110L: Safety in Systems Programming
  - KAIST CS431: Concurrent Programming
- Functional Programming
  Functional Programming
  - Cornell CS3110: OCaml Programming Correct + Efficient + Beautiful
  - Haskell MOOC
Fundamental Electronics
Fundamental Electronics
Data Structures and Algorithms
Data Structures and Algorithms
Software Engineering
Software Engineering
Computer Systems Principles
Computer Systems Principles
- CMU 15-213: CSAPP
- Stanford CS110: Principles of Computer Systems
Computer Architecture
Computer Architecture
Operating Systems
Operating Systems
Distributed Systems
Distributed Systems
- CMU 15-418/Stanford CS149: Parallel Computing
- MIT 6.824: Distributed System
Computer Security
Computer Security
Computer Networking
Computer Networking
Database Systems
Database Systems
Compilers
Compilers
Programming Language Design and Analysis
Programming Language Design and Analysis
Computer Graphics
Computer Graphics
- GAMES101
- GAMES202
- GAMES103
- Stanford CS148
- CMU 15-462
- USTC CG
Web Development
Web Development
Data Science
Data Science
- UCB Data100: Principles and Techniques of Data Science
Artificial Intelligence
Artificial Intelligence
- Harvard CS50's Introduction to AI with Python
- UCB CS188: Introduction to Artificial Intelligence
Machine Learning
Machine Learning
Machine Learning Systems
Machine Learning Systems
Deep Learning
Deep Learning
Advanced Machine Learning
Advanced Machine Learning
Postscript

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December 16, 2023

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