Computer Science Cheetsheet
Mathematics and Statistics
- MIT Course Number 18.06: Linear Algebra
- MIT Course Number 18.02: Multivariable Calculus
- Engineering: CVX101 Convex Optimization
- Statistics 110: Probability
- Probability Cheatsheet
Data Structures & Algorithms
- python DEMO
- Big O notation
- MIT Course Number 6.006: Introduction to Algorithms
- MIT Course Number 6.046J / 18.410J: Design and Analysis of Algorithms
Computational theory
Computer Architecture
Operating System
Information Security
Programming techniques
Database, Big data
Design Patterns
Artificial Intelligence
- MIT Course Number 6.034: Artificial Intelligence
- Machine Learning - Andrew Ng
- CSCI 1430: Introduction to Computer Vision
- CS231n: Convolutional Neural Networks for Visual Recognition
- CS224d: Deep Learning for Natural Language Processing
System Analysis and Design
Written on August 30, 2017