Making the Most of MachineLearning End-to-EndDBI-B321Parmita Mehta

Delivering on one of the old dreams of Microsoft co-founder Bill Gates: Computers that can see, hear and understand.John PlattDistinguished scientist at Microsoft Research

What is Machine Learning?

Predictive computing systems become smarter with experience

“”

Vision Analytics

Using past data to predict the future

Recommenda-tion engines

Advertising analysis

Weather forecasting for business planning

Social network analysis

Legal discovery and document archiving

Pricing analysisFraud detection

Churn analysis

Equipment monitoring

Location-based tracking and services

Personalized Insurance

Machine learning & predictive analytics are core capabilities that are needed throughout your business

One solution for Machine Learning — from data to results

Azure Portal

Azure Ops Team

ML Studio

Data Scientist

HDInsight

Azure Storage

Desktop Data

Azure Portal & ML API service

Azure Ops Team

PowerBI/Dashboards

Mobile AppsWeb Apps

ML API service Developer

One solution for Machine Learning — from data to results

Azure Portal

Azure Ops Team

ML Studio

Data Scientist

HDInsight

Azure Storage

Desktop Data

Azure Portal & ML API service

Azure Ops Team

PowerBI/Dashboards

Mobile AppsWeb Apps

ML API service Developer

ML Studio and the Data Scientist

• Access and prepare data• Create, test and train

models• Collaborate • One click to stage for

production via the API service

Azure Portal & ML API serviceand the Azure Ops Team

• Create ML Studio workspace

• Assign storage account(s)• Monitor ML consumption• See alerts when model is

ready• Deploy models to web

service

ML API service and the Developer

• Tested models available as an url that can be called from any end point

Business users easily access results: from anywhere, on any device

How do I use Azure Machine Learning?

ImportData

Build a Model

Turn model to

API

Demo

Learn more and sign up for a free trial of Azure

azure.com/ml

“Microsoft has a solid track record for creating user-friendly tools, and Pier 1 is helping prove Microsoft can take something as complex as machine learning and make it accessible via the cloud

Andy Laudato Pier 1 Imports

”

27 Hands on Labs + 8 Instructor Led Labs in Hall 7

DBI Track resources

Free SQL Server 2014 Technical Overview e-book

microsoft.com/sqlserver and Amazon Kindle StoreFree online training at Microsoft Virtual Academy

microsoftvirtualacademy.com Try new Azure data services previews!Azure Machine Learning, DocumentDB, and Stream Analytics

Resources

Learning

Microsoft Certification & Training Resources

www.microsoft.com/learning

Developer Network

http://developer.microsoft.com

TechNet

Resources for IT Professionals

http://microsoft.com/technet

Sessions on Demand

http://channel9.msdn.com/Events/TechEd

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© 2014 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.