Microsoft Ignite NZ 25-28 October 2016 SKYCITY, Auckland

Intro to Azure Machine Learning: Predict Who Survives the Titanic Jennifer Marsman, Principal Software Development Engineer, Microsoft http://blogs.msdn.microsoft.com/jennifer @JenniferMarsman

Example: predicting housing prices Square Footage ZipCode Price 2000 48075 200,000 3000 300,000 4000 400,000 5000 500,000 98052 800,000 1,500,000 3,000,000

Machine Learning Algorithms Classification Regression Anomaly Detection Clustering

The Power of Azure ML 25 different machine learning algorithms Modules for importing and cleaning data Create experiments to train and test models Publish models as web service (REST)

Supervised Learning Data set Data cleaning Split Algorithm Training data Test data Train model (Another model) Score model Evaluate model

Download it! http://aka.ms/AzureMachineLearningCheatSheet 12/1/2018 5:48 PM Download it! http://aka.ms/AzureMachineLearningCheatSheet Getting started with Azure Machine Learning: http://aka.ms/HackML © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

http://aka.ms/AMLDataIngestion Data Ingestion Sample data 12/1/2018 5:48 PM Data Ingestion Sample data Upload dataset from local machine Enter data Import data from online http://aka.ms/AMLDataIngestion © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Demo Azure Machine Learning Titanic survival prediction Microsoft Ignite 2016 12/1/2018 5:48 PM Demo Azure Machine Learning Titanic survival prediction © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

Thank you. Jennifer Marsman Principal Software Development Engineer Microsoft Ignite 2016 12/1/2018 5:48 PM Thank you. Jennifer Marsman Principal Software Development Engineer http://blogs.msdn.microsoft.com/jennifer Twitter: @JenniferMarsman © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

12/1/2018 5:48 PM © 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.