Day 3: Introduction Logistic Regression

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

Task Source Objective
Logistic Regression Exercise 1 Ex1 Logistic Regression Exercise 1
Logistic Regression Exercise 2 Ex2 Logistic Regression Exercise 2
Logistic Regression Exercise 3 Ex3 Logistic Regression Exercise 3

Resourse Link Description
Logistic Regression Logistic Regression
Lecture 3 Logistic Regression
Lecture 3 Slides Logistic Regression

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Reading

Chapter 5

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

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Exercises

Chapter 5

Examples and exercise 5.4 along with exercise in the Table on this page.