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04Resources

A short list, kept short deliberately.

Official ACM material, structured learning paths and the platforms students actually use — kept short on purpose.

02Learning Paths

Four directions worth committing to.

  • From documents and layout to interfaces, state and server runtimes.

    Route

    1. 01

      HTML

    2. 02

      CSS

    3. 03

      JavaScript

    4. 04

      React

    5. 05

      Node

  • Working with data honestly: cleaning, querying, modelling, interpreting.

    Route

    1. 01

      Python

    2. 02

      NumPy

    3. 03

      Pandas

    4. 04

      SQL

    5. 05

      Machine Learning

  • Native and cross-platform paths to shipping something people carry.

    Route

    1. 01

      iOS

    2. 02

      Android

    3. 03

      React Native

    4. 04

      Flutter

  • How systems fail, how they are defended, and why the difference matters.

    Route

    1. 01

      Network Security

    2. 02

      Ethical Hacking

    3. 03

      Cryptography

    4. 04

      Protocols