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Andrew Fryer Technical Evangelist Microsoft Microsoft Azure Machine Learning

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Page 1: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

Andrew FryerTechnical EvangelistMicrosoft

Microsoft Azure Machine Learning

Page 2: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

What is Machine Learning (ML)

Computing Systems that become

smarter with Experience

Experience = Past Data + Human Input

Page 3: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

Why Now?

+ + =

Page 4: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

WindFlowhttp://windflow.azurewebsites.net/

Page 5: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

What is Azure Machine Learning

APIML STUDIO

Page 6: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience
Page 7: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

Other Data Services Avaliable on Azure

Page 8: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

c

S

Compute

Visualisation

Orchestration Storage

Feeds

IoT

Data Sources Machine LearningData Factory

HD Insight

SQL Azure

Table Storage

Power BI

Service bus

Event Hub

Stream Analytics

Blob Storage

Cortana

Analytics Suite

Data LakeVirtual Machines

Document DB

SQL Data Warehouse

Page 9: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

c

S

Compute

Visualisation

Orchestration Storage

Feeds

IoT

Data Sources Machine LearningData Factory

HD Insight

SQL Azure

Table Storage

Power BI

Service bus

Event Hub

Stream Analytics

Blob Storage

Data LakeVirtual Machines

Document DB

SQL Data Warehouse

Predictive AnalyticsCortana

Analytics Suite

Page 10: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

c

S

Compute

Visualisation

Orchestration Storage

Feeds

IoT

Data Sources Machine LearningData Factory

HD Insight

SQL Azure

Table Storage

Power BI

Service bus

Event Hub

Stream Analytics

Blob Storage

Data LakeVirtual Machines

Document DB

SQL Data Warehouse

Near real time analysisCortana

Analytics Suite

Page 11: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

c

S

Compute

Visualisation

Orchestration Storage

Feeds

IoT

Data Sources Machine LearningData Factory

HD Insight

SQL Azure

Table Storage

Power BI

Service bus

Event Hub

Stream Analytics

Blob Storage

Data LakeVirtual Machines

Document DB

SQL Data Warehouse

Big DataCortana

Analytics Suite

Page 12: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

c

S

Compute

Visualisation

Orchestration Storage

Feeds

IoT

Data Sources Machine LearningData Factory

HD Insight

SQL Azure

Table Storage

Power BI

Service bus

Event Hub

Stream Analytics

Blob Storage

Data LakeVirtual Machines

Document DB

SQL Data Warehouse

“Traditional” BICortana

Analytics Suite

Page 13: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

Machine Learning APIs

Page 14: Introduction to Microsoft Azure Machine Learning · 2015-11-09 · Microsoft Azure Machine Learning. What is Machine Learning (ML) Computing Systems that become smarter with Experience

Thanks for your time

Andrew Fryer

@DeepFat

Useful Links:

http://azure.microsoft.com/ - sign up for your trial

https://studio.azureml.net/ - log into the studio

https://gallery.azureml.net/ - check out the gallery

http://1drv.ms/1CjzW2f - download the lab guide

http://azure.microsoft.com/
https://studio.azureml.net/
https://gallery.azureml.net/
http://1drv.ms/1CjzW2f

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