Table of Contents for
Introduction to Machine Learning with Python
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Introduction to Machine Learning with Python
by Sarah Guido
Published by O'Reilly Media, Inc., 2016
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Introduction to Machine Learning with Python
Introduction to Machine Learning with Python
Preface
1. Introduction
2. Supervised Learning
3. Unsupervised Learning and Preprocessing
4. Representing Data and Engineering Features
5. Model Evaluation and Improvement
6. Algorithm Chains and Pipelines
7. Working with Text Data
8. Wrapping Up
Index
About the Authors
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