Linear regression and gradient descent
CSI4106 Introduction to Artificial Intelligence
Important
Deadline: Assignment 1 must be submitted no later than September 29, 2025, 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.
Participate
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/.