Lecture 03

Introduction to machine learning

Prepare

Corresponding pages from the main textbook. Covers lectures 3,4,5, and 6.

• Russell and Norvig (2020), pages 651–720

Participate

• slides

Practice

• The Palmer Penguins dataset, created by Allison Horst, Alison Hill, and Kristen Gorman, aims to serve as an alternative to the frequently utilized Iris dataset for data exploration and visualization. This Python package allows you to easily load the Palmer Penguins dataset into your Python environment. You can see complete examples on GitHub.

References

Russell, Stuart, and Peter Norvig. 2020. Artificial Intelligence: A Modern Approach. 4th ed. Pearson. http://aima.cs.berkeley.edu/.