Build Understanding One Layer at a Time
Make sense of machine learning, AI and the technology around you. Start with a clear idea, explore how it works and build from there.
From “What Is This?” to “I Get It”
You don’t need to understand everything at once. Break a complex topic into pieces you can explore, then see how they fit together.
Foundations before frameworks
Understand the ideas behind machine learning, AI and modern software, so new tools have something familiar to build on.
See how it works
Follow visual explanations, try examples and change the inputs. See what happens, then connect the result to the idea behind it.
Go deeper when you’re ready
Start with the big picture, then work through the details. Each layer builds on the last, and you can revisit an idea whenever you need to.
Put your understanding to work
Use what you learn to ask better questions, weigh technical trade-offs and build projects you can explain.
Language Models
One layer at a time
Explore how language models work and how to use them thoughtfully, one layer at a time. A demo learning path with practical introductory material.
