Lecture 04

Linear models, taining

Important

Deadline: Assignment 1 must be submitted no later than September 29, 2024, at 11 PM. Please refer to the assignment description available on Brightspace.

Prepare

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

  • Russell and Norvig (2020), pages 651–720
  • Géron (2019), \(\S\) 4

Participate

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

Géron, Aurélien. 2019. Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow. 2nd ed. O’Reilly Media.
Russell, Stuart, and Peter Norvig. 2020. Artificial Intelligence: A Modern Approach. 4th ed. Pearson. http://aima.cs.berkeley.edu/.