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Getting started with Python and k-means clustering

with Frederick Nwanganga

Learn the basics of k-means clustering, one of the most popular unsupervised machine learning approaches.

What you should know

The tools you need

Using the exercise files

What is clustering?

What is k-means clustering?

Choosing the right number of clusters

Why and when to use k-means clustering

How to segment data with k-means clustering in Python

How to evaluate and visualize clusters in Python

How to find the right number of clusters in Python

How to interpret the results of k-means clustering in Python

Next steps

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