Welcome to the ML/AI Course!
This workshop series builds up your intuition for neural networks. We start with small models you can see on one graph, but every idea you meet is also used to train large neural networks.
How to use this course
Find each workshop in the sidebar, or click Next to work through them in order. Each workshop has three parts:
- Slides introduce the ideas. They are linked at the top of each workshop.
- A Google Colab notebook is where you write and run your own code. Save your own copy before you start.
- The workshop page on this website is a copy of the Colab notebook with the answers included. Try each exercise in Colab before you open its answer here.