Predicting the future in 10 minutes or less - an introduction to Azure Machine Learning

Transcript

1. Predicting the Future in 10 Minutes or Less

2. ...a 45-minute presentation by @vladiliescu

3. What do you mean, “Predict the future”?

4. Predict the future

5. Predict the future grades of a student

6. Predict the future grades of a student at math

7. Predict the future grades of a student at math using...

8. a) Divination

9. b) Statistics

10. c) Machine Learning

11. c) Machine Learning A way to write programs that we

    don’t exactly know how to write.

12. c) Machine Learning A way to write programs that we

    don’t exactly know how to write.

13. Predict the future grades of a student at math using

    machine learning…

14. Apache Spark MLlib Microsoft Azure ML Studio Google Prediction API

    Google TensorFlow Amazon Machine Learning Samsung Veles

15. Microsoft Azure ML Studio

16. What have we picked so far? ✔ A well-defined problem

    ✔ An approach for predicting the future ✔ A machine learning framework

17. What are we missing?

18. The Data

19. UCI Student Performance Data Set

20. https://archive.ics.uci.edu/ml/datasets/Student+Performance

21. G3 - final grade (numeric: from 0 to 20, output

    target)

22. Ready?

23. Steady?

24. GO!

25. Open the Azure experiment here https://gallery.cortanaintelligence.com/Experiment/Predict-Student-Grades-at-Math (or take a look

    at the following slides)
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38. What have we done so far? (continued) ✔ Trained&deployed the

    simplest model we could ✔ Consumed the web service using Excel ✔ Learned how to evaluate a trained model

39. Thanks for watching! Vlad Iliescu ↪vladiliescu.ro