Phase 00

Setup & Tooling

Phase 0: Setup & Tooling. 23 hands-on lessons building AI from first principles in the browser. Free reading; graded exercises and certificate with lifetime access.

  1. Dev Environment
  2. Git & Collaboration
  3. GPU Setup & Cloud
  4. APIs & Keys
  5. Jupyter Notebooks
  6. Python Environments
  7. Docker for AI
  8. Editor Setup
  9. Data Management
  10. Terminal & Shell
  11. Linux for AI
  12. Debugging and Profiling
  13. The Four Operations and Order (graded)
  14. Fractions and Division (graded)
  15. Ratios and Percent (graded)
  16. Repeated Operations and the Counting Flip (graded)
  17. Powers and Exponents (graded)
  18. Scientific Notation (graded)
  19. Roots and Squares (graded)
  20. Logarithms (graded)
  21. Variables and Algebra (graded)
  22. Functions and Graphs (graded)
  23. Summation Notation (graded)
0 lifetime access. Curriculum based on AI Engineering from Scratch by Rohit Ghumare (MIT, used under attribution).