Machine Learning Applications Using Python: Cases Studies from Healthcare,Retail,and Finance
Authors: Puneet Mathur
ISBN-10: 1484237862
ISBN-13: 9781484237861
Edition 版次: 1st ed.
Publication Date 出版日期: 2018-12-13
Print Length 页数: 400 pages
Book Description
By finelybook
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
Cover
1.Overview of Machine Learning in Healhcare
2.Key Technological advancements in Healhcare
3.How to Implement Machine Learning in Healthcare
4.Case Studies in Healthcare Al
5.Pitfalls to Avoid with Machine Learning in Healthcare
6.Monetizing Healthcare Machine Learning
7.Overview of Machine Learning in Retail
8.Key Technological Advancements in Retail
9.How to lmplement Machine Learning in Retail
10.Case Studies in RetailAl
11.Pitfalls to Avoid With Machine Learning in Retail
12.Monetizing Retail Machine Learning
13.Overview of Machine Learning in Finance
14.Key Technological Advancements in Finance
15.How to Implement Machine Learning in Finance
16.Case Studies in Finance Al
17.Pitfalls to Avoid with Machine Learning in Finance
18.Monetizing Finance Machine Learning[/erphpdown]
