Getting Started Using Azure ML Andie Letourneau, Pragmatic Works

About Me BI Consultant with Pragmatic Works Program manager for Azure Data Week 2018 Presenter at Phoenix SQL Saturday Webinars Email: ALetourneau@PragmaticWorks.com Twitter: @LadyRuna 20 years focused on MSSQL Server as Developer/DBA for financial and accounting software industries. Hi My name is Andie Letourneau and I am a BI Consultant with Pragmatic Works You can contact me through my Pragmatic Works email or on Twitter @LadyRuna A quick summary about myself: I have a Bachelors in Mathematics & Physics I have a little over 20 years of experience with SQL both as a Developer and a DBA Sewing is my superpower Today I will be showing you how to get started with Azure Machine Learning.

Agenda What is Machine Learning? Machine Learning Algorithms Azure Machine Learning Home Page Machine Learning Steps Demo

What is Machine Learning?

Machine Learning Algorithms Predict a value MPG, new building utility usage, temperature Regression Binary outcome or category Spam, will a customer buy/leave, movie rating Classification Identify and predict rare events Fraudulent transactions, test-taking patterns Anomaly Detection Clustering Group items based on common features Customers with similar buying patterns Recommendation Suggest things a person may like/not like “You may also like…,” movies, music, restaurants, products

Azure Machine Learning Home Page http://studio.azureml.net Links & Videos Forums Help Other Resources

Machine Learning Steps Get the Data Clean the data Transform the data Model the Data Score and Evaluate the Model Deploy the Model

Demo Create your first ML Experiment: Use Azure ML Experiment to Predict who survives the Sinking of the Titanic

Sites to explore for additional information References Sites to explore for additional information Azure ML Studio https://studio.azureml.net/ Azure AI Gallery https://gallery.azure.ai Azure ML Documentation https://docs.microsoft.com/en-us/azure/machine-learning/studio/ Azure ML Algorithm Cheat Sheet https://docs.microsoft.com/en-us/azure/machine-learning/studio/algorithm-cheat-sheet Algorithm Selector http://azuremlsimpleds.azurewebsites.net/simpleds/