How AI Models Really Work

By LessonFolk

Theme: Understanding AILevel: Intermediate

Look inside the model behind your chat assistant — how text becomes tokens, how meaning becomes numbers, how training turns a text predictor into an assistant, what reasoning models add, and how to choose a model. No code or math needed.

About 1.5 hours 6 lessons

Before this course

This course builds on:

Lessons

  1. From text to tokens

    About 15 min

  2. Embeddings: meaning as numbers

    About 15 min

  3. Pre-training: learning from a mountain of text

    About 15 min

  4. Post-training: from text predictor to assistant

    About 15 min

  5. Reasoning models: thinking before answering

    About 15 min

  6. Choosing a model

    About 15 min