Day 4: Introduction Linear Regression

Today we will cover the theoretical background of Linear Regression. We will derive the equations for Linear Regression, implement them in Python and use it to solve a set of simple examples.

Task Source Objective
Linear Regression Ex1 Linear Regression simple example motivated by lecture topics

Resourse Link Description
Lecture 4 Simple Linear Regression 2
Lecture 4 Simple Linear Regression

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Reading

Chapter 5

The Reading for today's lab is chapter 5 Linear Regression.

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Exercises

Chapter 5

Examples and exercise 5.1 and 5.2 along with exercise in the Table on this page.