Book description
- 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
Table of contents
- Cover
- Front Matter
- 1. Overview of Machine Learning in Healthcare
- 2. Key Technological advancements in Healthcare
- 3. How to Implement Machine Learning in Healthcare
- 4. Case Studies in Healthcare AI
- 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 Implement Machine Learning in Retail
- 10. Case Studies in Retail AI
- 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 AI
- 17. Pitfalls to Avoid with Machine Learning in Finance
- 18. Monetizing Finance Machine Learning
- Back Matter
Product information
- Title: Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance
- Author(s):
- Release date: December 2018
- Publisher(s): Apress
- ISBN: 9781484237878
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