Home Courses AI skills for Engineers: Supervised Machine Learning Course materials Readings 2.1.2 Reading Material

2.1.2 Reading Material

Course subject(s) Module 02. Regression

In this section of the course, we will be delving into the following reading materials:

    • ISLR p. 29 (2.2) until p. 33 (until 2.2.2), p. 61-65 (skip last paragraph), p. 104 from 3.5 until p. 109 (until section 3.6)
    • Also please watch the video on outliers in regression, because we cover outliers in a different perspective than the books.

As a reminder the textbooks being referred to are:

    1. (ISLR) An Introduction to Statistical Learning: With Applications in R (first edition). Authors: Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani. Download PDF freely.
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AI skills for Engineers: Supervised Machine Learning by TU Delft OpenCourseWare is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
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