Programming

Courses

• UIUC Intro to Competitive Programming - https://pages.github-dev.cs.illinois.edu/sig-icpc/cs491-wf/syllabus/
• William Fiset Youtube Playlists on various topics - https://www.youtube.com/user/purpongie/playlists
• From Nand to Tetris: Building a Modern Computer From First Principles - https://www.nand2tetris.org/

Books

• Software Engineering at Google - https://abseil.io/resources/swe_at_google.2.pdf
• How to Design Programs, Second Edition - https://htdp.org/2019-02-24/index.html
• Algorithmica - https://en.algorithmica.org/hpc/ - Code
• Foundations of Multidimensional and Metric Data Structures - Hanan Samet - https://www.elsevier.com/books/foundations-of-multidimensional-and-metric-data-structures/samet/978-0-12-369446-1
• Data Structures and Algorithm Analysis - Clifford A. Shaffer - https://people.cs.vt.edu/~shaffer/Book/

Implementations

• The Stony Brook Algorithm Repository - http://algorist.com/algorist.html
• OpenDSA: Interactive Data Structures and Algorithms - https://opendsa-server.cs.vt.edu/ - Examples

Software Design

• Design Pattern - https://refactoring.guru/design-patterns

Parallel Computing

• MIT 18.337J/6.338J: Parallel Computing and Scientific Machine Learning in Julia - https://mitmath.github.io/18337/
• Patterns of Distributed Systems - https://martinfowler.com/articles/patterns-of-distributed-systems/

Data Structures

• Tradeoffs of data structures - http://www.idevelopment.info/data/Programming/data_structures/overview/Data_Structures_Algorithms_Introduction.shtml
• Applications of data structures - http://www.cs.fsu.edu/~jestes/cop3330/notes/datastruct.html

Dynamic Programming

• http://prismoskills.appspot.com/lessons/Dynamic_Programming/Chapter_01_-_Introduction.jsp
• https://medium.freecodecamp.org/demystifying-dynamic-programming-3efafb8d4296
• Dynamic Programming in Functional Programming - https://functional-algorithms-verified.org/functional_algorithms_verified.pdf

Computer Security

• picoCTF is a free computer security education program with original content built on a capture-the-flag framework - https://picoctf.org/

Operating System

• Linux Benchmarking tools - https://www.brendangregg.com/linuxperf.html
• Jeff Dean Latency Numbers over years - https://colin-scott.github.io/personal_website/research/interactive_latency.html

Hardware

• From Nand to Tetris: Building a Modern Computer From First Principles - https://www.nand2tetris.org/
• Computer Systems: A Programmer's Perspective - http://csapp.cs.cmu.edu/3e/home.html
• Semiconductors: Everything You Wanted to Know - https://www.youtube.com/watch?v=r6NUO_bymuA
• Introduction to GPUs with OpenGL - https://engineering.monstar-lab.com/en/post/2022/03/01/Introduction-To-GPUs-With-OpenGL/