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Building Skynet: Machine Learning for Software Developers

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Slides from DDD East Anglia session on machine learning, focusing on the simple algorithms before going onto how to use Azure's ML platform to build a movie recommender.

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Building Skynet: Machine Learning for Software Developers

  1. 1. Building Skynet
  2. 2. I KNOW WHAT YOU DID NEXT SUMMER
  3. 3. NOT JUST SCI-FI
  4. 4. Targeted adverts
  5. 5. VOLUNTEERS ?
  6. 6. As WE GROW UP WE GAIN EXPERIENCE
  7. 7. WE COPY OTHERS AS WE GROW UP TO LEARN WORDS
  8. 8. 푃퐴퐵= 푃퐵퐴푃퐴 푃(퐵)
  9. 9. NHS CHOICES
  10. 10. TAKE CLASSIFIED DATA
  11. 11. 푃푐표푛푡푎푖푛푠"viagra"푖푠푠푝푎푚푃(푖푠푠푝푎푚) 푃(푐표푛푡푎푖푛푠"viagra") 푃푖푠푠푝푎푚푐표푛푡푎푖푛푠"푣푖푎푔푟푎"=
  12. 12. | = Given that
  13. 13. Example
  14. 14. Example
  15. 15. PRODUCTION?
  16. 16. SAVE TIME AND MAKE LIFE EASIER
  17. 17. M A M L
  18. 18. CLASSIFIERS
  19. 19. Get data in right format
  20. 20. Train model
  21. 21. Using trained data to make guesses
  22. 22. Adding input point
  23. 23. Adding output points
  24. 24. Calling our web service
  25. 25. CAN I USE ML?
  26. 26. DO I HAVE DATA?
  27. 27. But what about application size?
  28. 28. USER EXPERIENCE

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