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Cluster analysis divides data into subsections that are meaningful and useful. This is an important tool in the social sciences, biology, statistics, pattern recognition and, now, marketing.
Stefanie Molin's new book, “Hands-On Data Analysis with Pandas" is about using the powerful pandas library to get started with machine learning in Python.