Computer Science Resources

Courses

(Udacity) Georgia Tech Masters in CS

https://www.udacity.com/courses/georgia-tech-masters-in-cs

University of Virginia: cs6501 Spring 2013: Great Works in Computer Science

• homepage: https://www.cs.virginia.edu/~evans/greatworks/
• syllabus: https://www.cs.virginia.edu/~evans/greatworks/syllabus.html
• projects: https://www.cs.virginia.edu/~evans/greatworks/projects.html

University of California at Berkeley : CS294, Spring 2014: Evolution and Computation

• homepage: http://www.eecs.berkeley.edu/~christos/evol/evolcomS14.html

Introduction to Computer Science and Programming Using Python

• edx page: https://www.edx.org/course/introduction-computer-science-mitx-6-00-1x-8

Game Theory Online

• youtube: https://www.youtube.com/user/gametheoryonline/playlists

Computer Science video courses

• intro: List of Computer Science courses with video lectures.
• github: https://github.com/Developer-Y/cs-video-courses

Database Systems

CMU 15-721 (SPRING 2016): Database Systems

• homepage: http://15721.courses.cs.cmu.edu/spring2016/
• github: https://github.com/mli/15721-ta

Operation System

Hack The Kernel

• intro: ops-class.org includes everything you need to learn about operating systems online.
• homepage: https://www.ops-class.org/

Computer Graphics

Taichi 太極: Physically based Computer Graphics Library

• homepage: http://taichi.graphics/
• gtihub: https://github.com/IteratorAdvance/taichi

Projects

Sketch: a Common Lisp environment for the creation of electronic art, visual design, game prototyping, game making, computer graphics, exploration of human-computer interaction and more

• github: https://github.com/vydd/sketch

DEAP: Distributed Evolutionary Algorithms in Python

• intro: DEAP is a novel evolutionary computation framework for rapid prototyping and testing of ideas.
• github: https://github.com/DEAP/deap
• docs: http://deap.readthedocs.io/en/master/

Mezzano, an operating system written in Common Lisp

• github: https://github.com/froggey/Mezzano

Half-precision floating point library

• homepage: http://half.sourceforge.net/
• github: https://github.com/headupinclouds/half

TREPL

• intro: TRE is an object oriented, functional programming language, that enables user to view all processes happening inside a memory during program execution.
• working example: http://trepl.xyz/ide

Books

Introduction to Computer Music: Volume One

http://www.indiana.edu/~emusic/etext/toc.shtml

Blogs

Design Of A Modern Cache

• blog: http://highscalability.com/blog/2016/1/25/design-of-a-modern-cache.html

Numeric matrix manipulation: The cheat sheet for MATLAB, Python NumPy, R, and Julia

http://sebastianraschka.com/Articles/Matrix%20Cheat%20Sheet.html

Evolutionary Computation

• blog: http://www.alanzucconi.com/

The Cost of Knowledge

http://thecostofknowledge.com/

Landmark Contributions by Students in Computer Science

http://lazowska.cs.washington.edu/Student_Achievements.pdf

The Ultimate PCB Design Tutorial for Startups

• blog: http://www.nepsu.com/nepsu_ultimate_pcb_design_guide.html

How Humans Solve Complex Problems: The Case of the Knapsack Problem

• intro: Nature
• paper: http://www.nature.com/articles/srep34851