Create and understand classification models in machine learning

Module
9 Units

Beginner

AI Engineer

Data Scientist

Student

Azure

Classification means assigning items into categories, or can also be thought of automated decision making. Here we introduce classification models through logistic regression, providing you with a stepping-stone toward more complex and exciting classification methods.

Learning objectives

In this module, you will:

Discover how classification differs from classical regression
Build models that can perform classification tasks
Explore how to assess and improve classification models

Prerequisites

Familiarity with machine learning models

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Introduction min
What are classification models? min
Exercise - Build a simple logistic regression model min
Assessing a classification model min
Exercise - Assessing a logistic regression model min
Improving classification models min
Exercise - Improving classification models min
Module assessment min
Summary min