README.md

Computer Science Notes

A collection of general notes, notes of books and notes of open courses in computer science.

It can be used as a road map to learn programming.

Currently working on:

• APUE
• Build a network fromework in C++ from scratch

General Notes

• Quick Notes
• vim
• emacs
• C++
• Ruby
• Go
• Dotfiles

Tooling

• MIT6.NULL The missing semester

Computer Systems

• Assembly work in progress 10%
• Advanced Programming in the Unix Environment
• Computer Systems, A Programmer's Perspective 🔜 coming next
• Opearting Systems: Three Easy Pieces
• MIT 6.S081 Operation System Engineering
• MIT 6.828 Operation System Research Seminar

Algorithms

• Algorithms 4th ✅ DONE
• ACM Challenge
• Cracking the Coding Interview
• Data Structures and Algorithms in Java
• Introduction to Algorithms
• MIT 6.006 Introduction to Algorithms
• MIT 6.046J Design and Analysis of Algorithms
• MIT 6.851 Advanced Data Structures

Distributed Systems

• MIT 6.824 Distributed Systems 🚧

Databases

• CMU 15-445/645 Intro to Database Systems
• Let's Build a Simple Database

Networking

• Computer Networking: A Top-Down Approach
• Sylar: Build a network framework in C++ from scratch

Programming Languages

• Structure and Interpretation of Computer Programs (SICP) 🚧 work in progress 20%
• Fluent Python work in progress 20%
• Metaprogramming Ruby ☑️ 50%
• Understanding Computation
• Effective C++
• More Effective C++
• Effective Modern C++

Compilers

• Crafting Interpreters
• Writing An Interpreter In Go
• Stanford CS123 Compilers
• Stanford CS243 Program Analysis and Optimization
• Stanford CS343 Advanced Topics in Compilers

Machine Learning

• Hands on Machine Learning 🚧 work in progress 50%
• Dive into Deep Learning Pytorch
• Stanford CS231 Convolutional Neural Networks for Visual Recgnition [Learning Notes]
• Stanford CS224n Natural Language Processing

Math

• MIT 18.01 Single Variable Caculus
• MIT 18.02 Multicariable Variable Caculus
• MIT 18.03 Differential Equations
• MIT 18.06 Linear Algebra