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

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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
Module assessment min
Summary min