1. Microsoft Ignite NZ
25-28 October 2016
SKYCITY, Auckland

2. Intro to Azure Machine Learning: Predict Who Survives the Titanic
Jennifer Marsman, Principal Software Development Engineer, Microsoft
@JenniferMarsman

3. 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

4. Machine Learning Algorithms
Classification
Regression
Anomaly Detection
Clustering

5. 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)

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

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

9. 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
© 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

10. 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.

11. 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
© 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

12. 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.