Train and evaluate clustering models

Module
7 Units

Intermediate

Data Scientist

Azure

Clustering is a type of machine learning that is used to group similar items into clusters.

Learning objectives

In this module, you'll learn:

When to use clustering
How to train and evaluate a clustering model using the scikit-learn framework

Prerequisites

Basic mathematical concepts
Programming with Python

Introduction min
What is clustering? min
Exercise - Train and evaluate a clustering model min
Evaluate different types of clustering min
Exercise - Train and evaluate advanced clustering models min
Knowledge check min
Summary min