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Predicting the future in 10 minutes or less - an introduction to Azure Machine Learning
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Vlad Iliescu
May 13, 2017
Programming
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Predicting the future in 10 minutes or less - an introduction to Azure Machine Learning
Vlad Iliescu
May 13, 2017
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Transcript
Predicting the Future in 10 Minutes or Less
...a 45-minute presentation by @vladiliescu
What do you mean, “Predict the future”?
Predict the future
Predict the future grades of a student
Predict the future grades of a student at math
Predict the future grades of a student at math using...
a) Divination
b) Statistics
c) Machine Learning
c) Machine Learning A way to write programs that we
don’t exactly know how to write.
c) Machine Learning A way to write programs that we
don’t exactly know how to write.
Predict the future grades of a student at math using
machine learning…
Apache Spark MLlib Microsoft Azure ML Studio Google Prediction API
Google TensorFlow Amazon Machine Learning Samsung Veles
Microsoft Azure ML Studio
What have we picked so far? ✔ A well-defined problem
✔ An approach for predicting the future ✔ A machine learning framework
What are we missing?
The Data
UCI Student Performance Data Set
https://archive.ics.uci.edu/ml/datasets/Student+Performance
G3 - final grade (numeric: from 0 to 20, output
target)
Ready?
Steady?
GO!
Open the Azure experiment here https://gallery.cortanaintelligence.com/Experiment/Predict-Student-Grades-at-Math (or take a look
at the following slides)
None
None
None
None
None
None
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None
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
Thanks for watching! Vlad Iliescu ↪vladiliescu.ro