Phase 1: JavaScript and GNNs

  1. JavaScript
    • FreeCodeCamp course: https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures-v8/
    • a. Learn introductory JavaScript by Building a Pyramid Generator -> 100%
    • b. Review JavaScript Fundamentals by Building a Gradebook App -> 100%
    • c. Learn Basic JavaScript by Bulding a Role Playing Game -> 100%
    • d. Learn Basic Debugging by Building a Random Background Color Changer -> 100%
    • e. Learn Form Validation by Building a Calorie Counter -> 100%
    • f. Review DOM Manipulation byu Building a Rock, Paper, Scissors Game -> 100%
    • g. Learn Basic String and Array Methods by Building a Music player -> 100%
    • h. Build a Palindrome Checker Project -> 100
    • j, Learn the Date Object by Building a Date Formatter -> 100%
    • k, Learn Modern JavaScript Methods by Building Footbal Team cards -> 100%
    • h, Learn localStorage by Building a Todo App -> 100%
    • i, Learn Recursion by Building a Decimal to Binary Converter -> 100%
    • l, Build a Roman Numeral Converter Project -> 100%
    • m, Learn Regular Expression by Building a Spam Filter -> 100%
    • n, Learn Basic Algorithmic Thinking by Building a Number Sorter
    • o, Learn Advanced Array Methods by Building a Statistics calculator
    • p, Learn Functional Programming by Building a Spreadsheet
    • q, Build a Telephone Number Validator Project
    • r, Learn Basic OOP by building a shopping Cart
    • s, Learn Intermediate OOP by building a platformer game
    • t, Review algorithmic thinkilng by building a dice game
    • u, Build a Cash register project
    • v, Learn Fetch and progmised by builidng an fCC authors page
    • w, Learn asynchronous programming by building an fCC Forum LeaderBoard
    • x, Build a Pokemon Search App Project
  2. Graph Neural Networks
    • Book: Graph Representation Learning by William L. Hamilton
    • Stanford CS224W Machine Learning with Graphs: https://www.youtube.com/playlist?list=PLoROMvodv4rOP-ImU-O1rYRg2RFxomvFp
    • Torch Geometric: https://pytorch-geometric.readthedocs.io/en/latest/

Phase 2: Advanced Topics

  1. Rust
    • The Rust Programming Language: https://doc.rust-lang.org/book/
  2. WebAssembly
    • Rust and Web assembly: https://rustwasm.github.io/docs/book/
  3. Neuroscience - MEA Electrophysiology
    • Neurodata Without Borders: https://www.nwb.org/
    • https://github.com/NeurodataWithoutBorders/pynwb
  4. Neuromorphic Computing
    • Jason Eshragian lectures:
    • SNN Torch: https://snntorch.readthedocs.io/en/latest/
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