AN INTERACTIVE ML NOTEBOOK / 01
How do machines
learn?
Follow a question from its simplest form to neural networks and transformers. Experiment with the ideas, then follow your curiosity.
01 / START EXPLORING
Start with a question.
Two lessons to begin exploring how machines learn, with ideas to test along the way.
02 / THE LEARNING ATLAS
A map of connected questions
Explore related ideas by topic. Choose a topic and follow questions through prerequisite, historical and comparison connections. There is more than one path through the map.
Hover or focus a node to highlight its visible connections. For prerequisites, blue marks incoming concepts and gold marks outgoing concepts. Other relationships are not prerequisites. Scroll to explore.
A NOTE ON THE JOURNEY
A good question
comes first.
Use mathematics when you need it. Understand each model as an idea for solving a problem. This map grows with every question.