Progress

My learning progress

See your progress in every course — AI, terminal, GIT, Python, keyboard and more — step by step. Check what you have finished and pick up from the next step.

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1. 1

   How to use AI

   1. AI, machine learning, and language models Done
   2. Write and check a prompt Done
   3. Text, tokens, and IDs Done
2. 2

   AI Course

   1. Before you start: your AI toolkit Done
   2. AI words: the 10 terms you will hear every day Done
   3. Prompt engineering: six parts of a prompt that works Done
   4. ChatGPT: ask well and check the answer Done
   5. Image generation: describe, refine, check Done
   6. Git and GitHub: save versions and work together Done
   7. Python and NumPy: the tools for building models Done
   8. Vibe coding: build a homepage by talking to an AI Done
   9. Publish to the web: deploy your homepage on Cloudflare Done
   10. Google Play: put your app on Android phones Done
   11. App Store: put your app on iPhones Done
   12. Agents and sub-agents: how an AI works step by step Done
   13. Codex: OpenAI's coding agent Done
   14. Harness: every prompt uses the harness Done
   15. Claude Code 1: set up a project and give lasting instructions Done
   16. Claude Code 2: plan, change, test, review Done
   17. Antigravity CLI (agy): Google's agent in your terminal Done
   18. Agent Skills: teach an AI agent a repeatable task Done
   19. MCP: build a server and a client that connect AI to your tools Done
   20. Claude Cowork: hand over multi-step work Done
   21. Goal and Ralph Loop: let an agent keep going until it is really done Done
   22. VPS and tmux: keep an agent working 24 hours a day Done
   23. Build an LLM 1: characters, counts and a first generator Done
   24. Build an LLM 2: a neural network that learns Done
   25. Build an LLM 3: attention, the heart of a transformer Done
   26. Build a GPT on your computer: GPT-2 in miniature Done
   27. The runner: the program that brings a model to life Done
   28. Your LLM on your phone: convert, shrink and embed Done
   29. Final project: build something with AI and show your work Done
3. 3

   Terminal commands

   1. Meet the terminal Done
   2. Files and folders Done
   3. Text-processing toolkit Done
   4. Pipes and redirection Done
   5. Variables and expansion Done
   6. Conditions and loops Done
   7. Functions and scripts Done
   8. Practical scripting Done
   9. Safe shell: quotes and traps Done
   10. Node.js commands Done
   11. Install developer tools Done
   12. Run other languages from the shell Done
   13. Regular expressions Done
   14. The shape of a command Done
   15. Disks, packages and the internet Done
   16. Command patterns Done
4. 4

   GIT

   1. Why GIT, and your first setup Done
   2. The repository and its three areas Done
   3. The daily loop — status, add, commit, log Done
   4. Undoing and ignoring Done
   5. Branching and merging Done
   6. Remote repositories Done
   7. Collaboration — pull requests and code review Done
   8. Reshaping history — rebase, stash, tag, cherry-pick Done
   9. Using GIT with AI Done
5. 5

   Learn Python

   1. Talk to the computer Done
   2. Put a name tag on a value Done
   3. Calculate with numbers Done
   4. Calculate like a calculator Done
   5. What if? Make a fork in the road Done
   6. Repeat many times Done
   7. Put many things in a box Done
   8. Find values by name tag Done
   9. Make your own magic spell Done
6. 6

   Advanced AI

   1. Vectors and embeddings Done
   2. Training, inference, and retrieval Done
   3. Instructions, sampling, and verification Done
   4. Python: run, inspect, change Done
   5. Numbers, predictions, and activations Done
   6. Train and evaluate a small model Done
7. 7

   Vibe coding

   1. What Vibe Coding Is Done
   2. HTML Done
   3. Web Server Done
   4. Web Client Done
8. 8

   AI certification

   Getting ready

   Certification is awarded only through a video interview held outside this site, so progress is not tracked here. Check what each grade requires.

   Certificate
9. 9

   Keyboard

   1. Dan 1 · F and J Done
   2. Dan 2 · D K A S Done
   3. Dan 3 · L G H Done
   4. Dan 4 · E and I Done
   5. Dan 5 · R U T Done
   6. Dan 6 · O and N Done
   7. Dan 7 · C M W Y Done
   8. Dan 8 · P B V Q X Z Done
   9. Dan 9 · Capitals and rhymes Done