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Python for Data Science
book

Python for Data Science

by Yuli Vasiliev
August 2022
Beginner to intermediate
248 pages
6h 3m
English
No Starch Press
Content preview from Python for Data Science

12 Machine Learning for Data Analysis

Machine learning is a method of data analysis where applications leverage existing data to discover patterns and make decisions, without being explicitly programmed to do so. In other words, the applications learn for themselves, independent of human interference. A robust data analysis technique, machine learning is used in many fields, including but not limited to classification, clustering, predictive analytics, learning associations, anomaly detection, image analysis, and natural language processing.

This chapter provides an overview of some fundamental machine learning concepts, then explores two ...

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Publisher Resources

ISBN: 9781098130275