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with Frederick Nwanganga
Learn the basics of k-means clustering, one of the most popular unsupervised machine learning approaches.
Getting started with Python and k-means clustering
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