Surprising Machine
Learning Applications
1. Medical Diagnosis
2. Climate Change
3. Robotics
4. Automatic car driving
5. Protecting Animals
6. Mobile applications
7. CyberSecurity
8. detecting fraud at banks
9. identifying which consumers are most
likely to respond favorably to: direct mail, Groupon deals, Facebook
advertisements
10. trading stocks and derivatives
11. pricing insurance premiums (Google
recently funded a startup that helps natural disaster insurance companies
determine prices based on weather patterns due to global warming)
12. identifying human genes that make
people more likely to develop cancer
13. predicting housing prices for real
estate companies
14. predicting wine-tasting ratings
15. programmatically reading text from a
random photograph
16. programmatically recognizing faces
17. anti-virus software (packet
inspection)
18. factory maintenance diagnostics
19. delayed airplane flights
20. determining which voters to canvass
during an election
21. developing pharmaceutical drugs
(combinatorial chemistry)
22. predicting tastes in music (Pandora)
23. predicting tastes in movies/shows
(Netflix)
24. search engines (Google)
25. predicting interests (Facebook)
26. predicting other books you might like
(Amazon)
Add more applications on any areas including NLP, Text Mining, Sentiment Analysis, E-Learning, etc. There are many tasks inside each application. Say for example,
Medical Diagnosis have
- Predicting Emergency Room Wait Times
- Identifying Heart Failure
- Predicting Strokes and Seizures
- Predicting Hospital Readmissions
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