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Mastering Predictive Analytics with Python

You're reading from  Mastering Predictive Analytics with Python

Product type Book
Published in Aug 2016
Publisher
ISBN-13 9781785882715
Pages 334 pages
Edition 1st Edition
Languages
Author (1):
Joseph Babcock Joseph Babcock
Profile icon Joseph Babcock
Toc

Table of Contents (16) Chapters close

Mastering Predictive Analytics with Python
Credits
About the Author
About the Reviewer
www.PacktPub.com
Preface
1. From Data to Decisions – Getting Started with Analytic Applications 2. Exploratory Data Analysis and Visualization in Python 3. Finding Patterns in the Noise – Clustering and Unsupervised Learning 4. Connecting the Dots with Models – Regression Methods 5. Putting Data in its Place – Classification Methods and Analysis 6. Words and Pixels – Working with Unstructured Data 7. Learning from the Bottom Up – Deep Networks and Unsupervised Features 8. Sharing Models with Prediction Services 9. Reporting and Testing – Iterating on Analytic Systems Index

About the Author

Joseph Babcock has spent almost a decade exploring complex datasets and combining predictive modeling with visualization to understand correlations and forecast anticipated outcomes. He received a PhD from the Solomon H. Snyder Department of Neuroscience at The Johns Hopkins University School of Medicine, where he used machine learning to predict adverse cardiac side effects of drugs. Outside the academy, he has tackled big data challenges in the healthcare and entertainment industries.

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