Learn to use AI

Kinds of models

Kinds of models is a unit of 8 lessons in Rabbithole's Learn to use AI course, at level 2.

Lessons

1. Embeddings: giving words a place on a mapLevel 2
2. Machine translation: from helper to translatorLevel 2
3. Recurrent neural networks: AI that reads one piece at a timeLevel 2
4. Object Detection: Finding and Boxing Every ObjectLevel 2
5. Autoencoder: squeeze it, then rebuild itLevel 2
6. GANs: two AIs in a contestLevel 2
7. Model Explainability: Why Did the Model Say That?Level 2
8. Meta-Learning: Learning to LearnLevel 2

Sources

These lessons draw on 11 sources. The most used:

• Lil'Log
• MIT 6.S191: Introduction to Deep Learning
• Machine Learning Crash Course
• Stanford CS224N: Natural Language Processing with Deep Learning, Spring 2024
• Hugging Face LLM Course
• MIT 6.S191: Introduction to Deep Learning (2026)
• Sequence to Sequence Learning with Neural Networks
• Understanding Deep Learning

All units in Learn to use AI