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Regression Analysis with Python

You're reading from  Regression Analysis with Python

Product type Book
Published in Feb 2016
Publisher
ISBN-13 9781785286315
Pages 312 pages
Edition 1st Edition
Languages
Concepts
Authors (2):
Luca Massaron Luca Massaron
Profile icon Luca Massaron
Alberto Boschetti Alberto Boschetti
Profile icon Alberto Boschetti
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Table of Contents (16) Chapters

Regression Analysis with Python
Credits
About the Authors
About the Reviewers
www.PacktPub.com
Preface
1. Regression – The Workhorse of Data Science 2. Approaching Simple Linear Regression 3. Multiple Regression in Action 4. Logistic Regression 5. Data Preparation 6. Achieving Generalization 7. Online and Batch Learning 8. Advanced Regression Methods 9. Real-world Applications for Regression Models Index

About the Authors

Luca Massaron is a data scientist and a marketing research director who is specialized in multivariate statistical analysis, machine learning, and customer insight with over a decade of experience in solving real-world problems and in generating value for stakeholders by applying reasoning, statistics, data mining, and algorithms. From being a pioneer of Web audience analysis in Italy to achieving the rank of a top ten Kaggler, he has always been very passionate about everything regarding data and its analysis and also about demonstrating the potential of data-driven knowledge discovery to both experts and non-experts. Favoring simplicity over unnecessary sophistication, he believes that a lot can be achieved in data science just by doing the essentials.

Alberto Boschetti is a data scientist, with an expertise in signal processing and statistics. He holds a Ph.D. in telecommunication engineering and currently lives and works in London. In his work projects, he faces daily challenges that span from natural language processing (NLP) and machine learning to distributed processing. He is very passionate about his job and always tries to stay updated about the latest developments in data science technologies, attending meet-ups, conferences, and other events.

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Regression Analysis with Python
Published in: Feb 2016 Publisher: ISBN-13: 9781785286315
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