Azure Machine Learning 101

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Presentation transcript:

Azure Machine Learning 101

Kathi Kellenberger Editor of Simple Talk Microsoft Data Platform MVP @auntkathi www.auntkathisql.com kathi.kellenberger@red-gate.com

What is Machine Learning? Computers find patterns in data Use those patterns to make predictions Fraud detection Autonomous vehicles Heath outcomes Movie recommendations

Machine Learning Categories Supervised Learning Regression Classification Unsupervised Learning Clustering Recommenders

We’re 80% there! From "Introduction to Microsoft Azure" by David Chappell

Classification

Classification

Classification

Classification

Linear Regression

Linear Regression

Linear Regression

Linear Regression

Tools R Python Visual F# Azure Machine Learning Studio!

Azure Machine Learning Studio Built-in algorithms Drag and drop workflow Supports R, Python, SQL Quick and easy deployment http://studio.azureml.net

http://aka.ms/MLCheatSheet

https://tinyurl.com/y8x8l4rf

Demo

Any questions? #sqlinthecity

Thanks for watching!