Computer Science

• Algorithms (CLRS)
  • https://opendsa-server.cs.vt.edu/embed/quicksortAV
  • Quick Sort, Merge Sort
• Computers and Intractibility
• Lambda Calculus and Effective Haskell
• P = NP?
  • StackOverflow summary (P vs NP vs NP-Complete vs NP-Hard)
  • The Halting Problem
• Data Visualizations
  • vis.gl
  • Retrieval-Augmented Generation (RAG) and GIS
  • LiDAR SLAM
• Computer Vision
  • https://en.wikipedia.org/wiki/Iterative_closest_point
  • https://en.wikipedia.org/wiki/Point_in_polygon (https://stackoverflow.com/questions/217578/how-can-i-determine-whether-a-2d-point-is-within-a-polygon)
  • https://en.wikipedia.org/wiki/Atan2
• Machine Learning
  • Neural Networks (3b1b)
• Carleton University
• Coding Adventure: Sound (and Fourier Transform)

Math and Physics

• Cheat Sheets

  • https://tutorial.math.lamar.edu/extras/cheatsheets_tables.aspx
  • Trig: https://tutorial.math.lamar.edu/pdf/trig_cheat_sheet.pdf
  • Calc: https://tutorial.math.lamar.edu/pdf/calculus_cheat_sheet_all.pdf
  • Error Propagation: https://courses.washington.edu/phys431/propagation_errors_UCh.pdf

• Fundamentals

  • Functions
  • Linear Algebra

  Calculus

• Experimental Physics

  • https://www.youtube.com/watch?v=V0ZRvvHfF0E

• Computational Physics

  • Open Source Physics (Computer Modelling)

• Engineering

  • DSP → Modulation (for encoding and transmission of data)

• Numerical Analysis

  • Newton’s Method
  • https://youtu.be/p8u_k2LIZyo?si=QsqpCS3x-T-LtUvE

• Relativity

  • Building up to GR
  • https://www.phys.unsw.edu.au/einsteinlight/jw/module4_twin_paradox.htm
  • Terrell Rotation
  • Wave Particle Duality, and the Time Traveling Double Slit Experiment

Geometry

• Geometric Interpretation of the General Form

  General Form (ax +by + c = 0)

• manim

  • Video:- Optimal Matrix Parenthesization (DP)
  • manim guide (Dev Taoism)
  • https://pomax.github.io/bezierinfo/
  • https://www.youtube.com/watch?v=jvPPXbo87ds

• matplotlib

• OpenGL

• p5.js

  • Force Directed Graphs
  • 3D Rendering

• three.js

  • Ray Tracing / Raycasting
  • dat.gui
  • Quaternions

• Videos on rendering

  • Giving Personality to Procedural Animations using Math
  • The Math behind most 3D games

Projects

1. Matrix Parenthesization Algorithm in Manim
   1. Possibly find a different representation for s- and m-tables.
2. ObfuscateKeystrokeTiming

Systems

• Bash
• Operating Systems
  • Docker
• The C Programming Language
• The Rust Programming Language
• Bitwise Operators, Two’s Complement and IEEE-754

ByteByteGo

Networking

• Tools
• VPN
• Linux Networking 101
• TCP/IP Primer
• UNIX sockets vs TCP/IP sockets

Linux

• Yocto
• systemd, cron
• Encrypted SAMBA

Embedded

• Realtime OS (RTOS)
• UART (Serial)
• Digital Signal Processing (DSP)
• Intro to Embedded (DigiKey)
• Modern Embedded Systems (Quantum Leaps)
• Resources

Technical Resources

Wall of Fame