Machine Learning Applications Using Python

1. Front Matter

   Pages i-xviii

   PDF

2. Overview of Machine Learning in Healthcare

   • Puneet Mathur

   Pages 1-11

3. Key Technological advancements in Healthcare

   • Puneet Mathur

   Pages 13-35

4. How to Implement Machine Learning in Healthcare

   • Puneet Mathur

   Pages 37-75

5. Case Studies in Healthcare AI

   • Puneet Mathur

   Pages 77-119

6. Pitfalls to Avoid with Machine Learning in Healthcare

   • Puneet Mathur

   Pages 121-134

7. Monetizing Healthcare Machine Learning

   • Puneet Mathur

   Pages 135-145

8. Overview of Machine Learning in Retail

   • Puneet Mathur

   Pages 147-157

9. Key Technological Advancements in Retail

   • Puneet Mathur

   Pages 159-181

10. How to Implement Machine Learning in Retail

    • Puneet Mathur

    Pages 183-216

11. Case Studies in Retail AI

    • Puneet Mathur

    Pages 217-237

12. Pitfalls to Avoid With Machine Learning in Retail

    • Puneet Mathur

    Pages 239-247

13. Monetizing Retail Machine Learning

    • Puneet Mathur

    Pages 249-257

14. Overview of Machine Learning in Finance

    • Puneet Mathur

    Pages 259-270

15. Key Technological Advancements in Finance

    • Puneet Mathur

    Pages 271-293

16. How to Implement Machine Learning in Finance

    • Puneet Mathur

    Pages 295-324

17. Case Studies in Finance AI

    • Puneet Mathur

    Pages 325-354

18. Pitfalls to Avoid with Machine Learning in Finance

    • Puneet Mathur

    Pages 355-362

19. Monetizing Finance Machine Learning

    • Puneet Mathur

    Pages 363-372

20. Back Matter

    Pages 373-379

    PDF

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.  

• Machine Learning
• Python
• Healthcare
• Finance
• Retail

• Bangalore, India

  Puneet Mathur

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.

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