For developers: from Python to LLMs
Machine-learning fundamentals, running models locally and building your own LLM app.
- AIxona lesson · 9 min
How chat models work
Tokens, next-word prediction, training and the context window — what happens inside an LLM, without formulas.
- Outside resource · Free
Kaggle Learn ↗
Python, pandas and intro ML — in the browser, nothing to install.
- AIxona lesson · 10 min
Run a model on your own computer
Use open models offline with Ollama or LM Studio, so your data never leaves the company.
- Outside resource · Free
Neural Networks: Zero to Hero ↗
Write a neural network and a small GPT from scratch — the best way to understand LLMs.