Tutorials · Chapter D · 4 of 4

Build garage

Code labs & tiny shipping projects

1. 01Python only what you need8m
2. 1.5Python dictionaries9m
3. 1.6Classes and objects10m
4. 1.7Python virtual environments9m
5. 02Data: tables and simple plots9m
6. 2.5File handling9m
7. 03Prediction: your first ML idea9m
8. 3.5Clustering10m
9. 3.7Decision trees10m
10. 3.8Random forests10m
11. 04Train a tiny model10m
12. 4.2Loss functions10m
13. 05Neural nets by building10m
14. 5.5Deep learning10m
15. 06When computers see10m
16. 6.5Git basics10m
17. 6.6GitHub basics10m
18. 07Talk to an LLM from code10m
19. 08Build a mini RAG11m
20. 09Tools in code11m
21. 9.5Model deployment11m
22. 10Capstone: ship a tiny AI app12m