1. Azure ML and Cognitive Services
Matt Stenzel - Microsoft
Data Platform Technical Specialist

2. Agenda
Data – REVOLUTION!
Azure ML
Cognitive Services
Q&A

3. Some innovations fundamentally disrupt the economic landscape
1st Industrial Revolution
1760
1870
1950
2nd Industrial Revolution
3rd Industrial Revolution

4. The time to adapt to disruptions is shrinking
A hundred years ago, the average lifespan of a company listed on the S&P 500 index was 67 years
75% of the S&P 500 will be new (not on the index today)
25% of the S&P 500 will
be ones on the index today
In the 2020s…
Source: BBC

5. We now face the next disruption – the fourth industrial revolution
Intelligence
Big Data
Cloud

6. From data to decisions and actions
Build 2015
8/22/2018 8:25 AM
From data to decisions and actions
Data
Recommendations
What should I do?
Decision
Action
Decision automation
Decision support
Predictions
What might happen?
Interactive dashboards
Why did it happen?
Static reports
What happened?
Manual process
Value
© 2014 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

7. Azure ML

8. “ ” What is Machine Learning?
8/22/2018 8:25 AM
What is Machine Learning?
Computing systems that become smarter with experience
“Experience” = past data + human input “
I need our systems to think. I need them to learn and I need them to present issues and problems and anomalies to the employees, to the managers.
Adam Coffey President and CEO
WASH Laundry Systems ”
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

9. What can Azure ML do for you…?
Telemetry data analysis
Buyer propensity models
Social network analysis
Predictive maintenance
Web app optimization
Churn analysis
Natural resource exploration
Weather forecasting
Healthcare outcomes
Fraud detection
Life sciences research
Targeted advertising
Network intrusion detection
Smart meter monitoring

10. Azure Machine Learning Service Data -> Predictive model -> Operational web API in minutes
Clients
API
ML STUDIO
Model is now a web service that is callable
Blobs and Tables
Hadoop (HDInsight)
Relational DB (Azure SQL DB)
Integrated development environment for Machine Learning
Monetize the API through our marketplace

11. Model Your Way: Open source/our source
8/22/2018 8:25 AM
Model Your Way: Open source/our source
Script with R, SQLite or Python
CPython 2.7 support from inside AML Studio
numpy/scipy/panda/scikit-learn/etc.
Anaconda distro pre-installed
Python client library
Analyze data using Python and its libraries
Use IPython, PTVS, Eclipse to edit/debug
Big learning with counts
TB scale datasets
Modular: tune/monitor/replace in isolation
Monitorable and debuggable
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

12. Deploy in Minutes Expand your Reach One click to production
8/22/2018 8:25 AM
Deploy in Minutes
Expand your Reach
One click to production
Publish as a Web Service or to Gallery
Continuous updates to streamline process Stay tuned to our blog for more
New in-product Gallery
Discover what others have built Learn by dropping these into your workspace
Share your work with others
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

14. Azure ML Demo

15. Cognitive Services

16. “ ” What is Machine Learning?
8/22/2018 8:25 AM
What is Machine Learning?
Computing systems that become smarter with experience
“Experience” = past data + human input “
I need our systems to think. I need them to learn and I need them to present issues and problems and anomalies to the employees, to the managers.
Adam Coffey President and CEO
WASH Laundry Systems ”
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

18. Intelligence APIs

19. Cognitive Services Demo

20. Get started for free with only a Microsoft Account ID azure.com/ml
Check out finished APIs and solutions or put your own on the Machine Learning marketplace at datamarket.azure.com
Find videos, tutorials on Documentation off azure.com/ml Stay tuned to our blog
Get started for free with only a Microsoft Account ID azure.com/ml
© 2013 Microsoft Corporation. All rights reserved. Microsoft, Windows, and other product names are or may be registered trademarks and/or trademarks in the U.S. and/or other countries. The information herein is for informational purposes only and represents the current view of Microsoft Corporation as of the date of this presentation. Because Microsoft must respond to changing market conditions, it should not be interpreted to be a commitment on the part of Microsoft, and Microsoft cannot guarantee the accuracy of any information provided after the date of this presentation. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.

21. Resources AML Algorithm Cheat Sheet Cognitive services
Cognitive services