HumbleBeeAI Academy — Tutorials

A collection of hands-on tutorial sessions for HumbleBeeAI Academy. Each tutorial lives in its own top-level folder and is self-contained (own README.md, own requirements.txt, own data/notebooks/app).

Tutorials

Folder	Topic
linear-regression/	Visual, intuition-first introduction to linear regression and least squares — notebook + Streamlit playground.

Adding a new tutorial

1. Create a new top-level folder named after the topic (e.g. decision-trees/).
2. Keep it self-contained: its own README.md with setup/run instructions and its own requirements.txt. Use a local .venv inside the folder when working on it — the root .gitignore already excludes .venv/, __pycache__/, .ipynb_checkpoints/, and .DS_Store for every folder in this repo, so no per-tutorial .gitignore is needed.
3. Add a row to the table above.