Reading for Week 5

Due date

Monday, Week 5, before class

To access O’Reilly textbooks, you need to either be on campus or use VPN.

Access O’Reilly textbooks (select University of California, Irvine for the Institution).

Search for the book Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition by Aurélien Géron.

Click the Start button.

In Chapter 1, scroll to the section, Instance-Based Versus Model-Based Learning:

Picture of that section

Read that section, stopping when you reach the section, Main Challenges of Machine Learning.

Complete the accompanying “Reading Quiz” on Canvas. Link to the Reading Quiz

(There are no videos due this week.)

Introduction to Linear Regression Sample code from Hands-On Machine Learning