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.

1. Machine learning for mortal developers
Fellyph Cintra

2. Senior Solutions Engineer at
@DeloitteDigital
GDE Web
@fellyph

3. Artificial
Intelligence ?

4. Artificial Intelligence ???

5. “Field of study that gives
computers the ability to learn
without being explicitly
programmed.”
- Arthur Samuel

6. “Field of study that gives
computers the ability to learn
without being explicitly
programmed.”
- Arthur Samuel - 1959

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. AI computation

10. ML5.js

11. https://youtu.be/Hyabwh6LEdU

12. AI computation
Machine Learning

13. What we can classify?
Images Sounds Text Data

14. LET’S CODE

15. Training

16. https://youtu.be/ItVJkMss070

19. APP DEMO

20. https://youtu.be/I5paRtH7aTw

21. Steps
1.Define labels(output) - Product ID
2.Training model
3.Export Pre-trained model
4.Use our model to classify products

22. Main functions

23. Debugging…

24. https://youtu.be/Hyabwh6LEdU

25. You can test it in a browser!

26. https://teachablemachine.withgoogle.com/

28. Coming soon!
https://wicg.github.io/shape-detection-api/

29. Chrome support(behind flag)
https://developers.google.com/web/updates/2019/01/shape-detection

30. Course
https://www.youtube.com/watch?v=jmznx0Q1fP0

31. Links
https://p5js.org/
https://ml5js.org/

32. Obrigado
@fellyph