Getting Started Using Azure ML Andie Letourneau Pragmatic

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@Pragmatic. Works. com • Twitter: @Lady. Runa • 20 years focused on MSSQL Server as Developer/DBA for financial and accounting software industries.

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

What is Machine Learning?

Machine Learning Algorithms Regression Predict a value MPG, new building utility usage, temperature Classification Binary outcome or category Spam, will a customer buy/leave, movie rating Anomaly Detection Identify and predict rare events Fraudulent transactions, test-taking patterns 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 1. 2. 3. 4. 5. 6. 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

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