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Machine learning for mortal developers - Dublin.JS

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Machine Learning is one of the most trendy things in IT world right now, a bunch of new services pop-up every single moment, large companies have started to implement different features that utilise Machine Learning(ML). But.... how mortal developers and small and medium business can effectively use machine learn to improve their solutions?

In this talk, we are going to discuss the basic concepts around ML and using high-level libraries in JavaScript to implement on our project. Described as a friendly Machine Learning library ml5.js will be our entry door to the Machine Learning world.

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Machine learning for mortal developers - Dublin.JS

  1. 1. Machine learning for mortal developers Fellyph Cintra
  2. 2. Senior Solutions Engineer at @DeloitteDigital GDE Web @fellyph
  3. 3. Artificial Intelligence ?
  4. 4. Artificial Intelligence ???
  5. 5. “Field of study that gives computers the ability to learn without being explicitly programmed.” - Arthur Samuel
  6. 6. “Field of study that gives computers the ability to learn without being explicitly programmed.” - Arthur Samuel - 1959
  7. 7. Normal computation 250 300 100 270 4 151 If (x > 200) { side = right; } else { side = left; } Right - 250 Right - 300 Left - 100 Right - 270 Left - 4 Left - 151
  8. 8. AI computation
  9. 9. ML5.js
  10. 10. https://youtu.be/Hyabwh6LEdU
  11. 11. AI computation Machine Learning
  12. 12. What we can classify? Images Sounds Text Data
  13. 13. LET’S CODE
  14. 14. Training
  15. 15. https://youtu.be/ItVJkMss070
  16. 16. APP DEMO
  17. 17. https://youtu.be/I5paRtH7aTw
  18. 18. Steps 1.Define labels(output) - Product ID 2.Training model 3.Export Pre-trained model 4.Use our model to classify products
  19. 19. Main functions
  20. 20. Debugging…
  21. 21. https://youtu.be/Hyabwh6LEdU
  22. 22. You can test it in a browser!
  23. 23. https://teachablemachine.withgoogle.com/
  24. 24. Coming soon! https://wicg.github.io/shape-detection-api/
  25. 25. Chrome support(behind flag) https://developers.google.com/web/updates/2019/01/shape-detection
  26. 26. Course https://www.youtube.com/watch?v=jmznx0Q1fP0
  27. 27. Links https://p5js.org/ https://ml5js.org/
  28. 28. Obrigado @fellyph

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