cs-notes.md

Computer Science Notes

Basics of Computing

• Structures and Intepretation of Computer Programs 📖

Algorithm Design

• MIT Video Lectures on Algorithm Design 📼
• Scala-Algorithm -- Scala rewrite of Robert Sedgwick and Kevin Wayne's (Princeton) Java Algorithms and Clients
• Knuth.java -- includes shuffle

Monte Carlo Simulation

• http://introcs.cs.princeton.edu/java/98simulation/

Big O Notation

• Big-O Notation Cheatsheet
• Big-O Discussion (Stackoverflow)
• Video Introduction to Big-0 (Coursera)

Cryptography

• Example of Encryption/Decryption (JCE)

SSL

• Example of two way authentication using https in Java
• What is ECDHE-RSA
  • SSL/TLS & Perfect Forward Secrecy

RegEx

• RegEx Survival Guide: 15 Rules

Computer Science Courses Online

• awesome-courses -- this is a great resource to find online courses. It is actively maintained by several contributors. 👍

Data Science

• Data Science Specialization -- part of Practical Machine Learning

Quantum Computing

• explanation of quantum computing (imgur)

Functional Programming

• monads - https://en.wikipedia.org/wiki/Monad_(functional_programming)

Book Lists

• Peteris Krumins' Top 100 Books: Part 1
• Free Programming Book (updated frequently)