Interactive Machine Learning Demonstrations

Each demonstration allows you to experiment with different algorithms and models to build intuition about how they work.

Linear Regression preview
Lecture 02

Linear Regression

Explore how linear regression finds the best line through data points.

Gradient Descent preview
Lecture 02

Gradient Descent

Step through gradient descent one iteration at a time.

Multi-Linear Regression preview
Lecture 02

Multi-Linear Regression

Interactive demonstration of multi-linear regression with real-time feature selection.

Lecture 03: Supervised Learning II

Available Week 4

Lecture 04: Neural Networks

Available Week 5

Lecture 05: Computer Vision

Available Week 6

Lecture 06: Attention

Available Week 7

Lecture 07: Unsupervised Learning

Available Week 8

Lecture 08: Reinforcement Learning

Available Week 9