Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance - Softcover

Mathur, Puneet

Softcover

ISBN 10: 1484237862 ISBN 13: 9781484237861

Publisher: Apress, 2018

Synopsis

Gain practical skills in machine learning for finance, healthcare, and retail. This book uses a hands-on approach by providing case studies from each of these domains: you’ll see examples that demonstrate how to use machine learning as a tool for business enhancement. As a domain expert, you will not only discover how machine learning is used in finance, healthcare, and retail, but also work through practical case studies where machine learning has been implemented. 

Machine Learning Applications Using Python is divided into three sections, one for each of the domains (healthcare, finance, and retail). Each section starts with an overview of machine learning and key technological advancements in that domain. You’ll then learn more by using case studies on how organizations are changing the game in their chosen markets. This book has practical case studies with Python code and domain-specific innovative ideas for monetizing machine learning. 

What You Will Learn

• Discover applied machine learning processes and principles
  
• Implement machine learning in areas of healthcare, finance, and retail
  
• Avoid the pitfalls of implementing applied machine learning
  
• Build Python machine learning examples in the three subject areas
  

Who This Book Is For

Data scientists and machine learning professionals.  

About this title

About the Author

Puneet Mathur, MBA, PMP, CCD is a data scientist and machine learning consultant and alumni of IIM Bangalore in Business Analytics and Intelligence. He is a predictor and author of international bestsellers that teach people to predict in the right way. Throughout his career spanning 18 years, he has researched techniques of Predictive Analytics, Statistics and Machine Learning in relevant business domains.

From the Back Cover

Gain practical skills in machine learning for finance, healthcare, and retail. This book uses a hands-on approach by providing case studies from each of these domains: you’ll see examples that demonstrate how to use machine learning as a tool for business enhancement. As a domain expert, you will not only discover how machine learning is used in finance, healthcare, and retail, but also work through practical case studies where machine learning has been implemented. 

Machine Learning Applications Using Python is divided into three sections, one for each of the domains (healthcare, finance, and retail). Each section starts with an overview of machine learning and key technological advancements in that domain. You’ll then learn more by using case studies on how organizations are changing the game in their chosen markets. This book has practical case studies with Python code and domain-specific innovative ideas for monetizing machine learning. 

You will:

• Discover applied machine learning processes and principles
  
• Implement machine learning in areas of healthcare, finance, and retail
  
• Avoid the pitfalls of implementing applied machine learning
  
• Build Python machine learning examples in the three subject areas

Edition details

• Publisher: Apress
• Publication date: 2018
• Language: English
• ISBN 10: 1484237862
• ISBN 13: 9781484237861
• Binding: Paperback
• Edition number: 1
• Number of pages: 397