Computer Science

• Algorithms (CLRS)
  • https://opendsa-server.cs.vt.edu/embed/quicksortAV
• 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

• Fundamentals
  • Functions
  • Linear Algebra
• 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

• 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

Networking

• Tools
  • OpenWrt
  • https://mitmproxy.org/
  • https://www.wireshark.org/
  • nsplookup, dig, reverse DNS lookup
  • TCP/UDP: sanity check with nc/netstat/openssl
• VPN
  • Tailscale
  • WireGuard
    • IP Forwarding (sysctl)
    • NAT
  • SSH Tunneling, change netmask (netplan)
• 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

Projects

Technical Resources