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

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Presentation on theme: "Delivering on one of the old dreams of Microsoft co-founder Bill Gates: Computers that can see, hear and understand. John Platt Distinguished scientist."— Presentation transcript:

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3 Delivering on one of the old dreams of Microsoft co-founder Bill Gates: Computers that can see, hear and understand. John Platt Distinguished scientist at Microsoft Research What is Machine Learning? Predictive computing systems become smarter with experience “ ”

4 Vision Analytics Recommenda- tion engines Advertising analysis Weather forecasting for business planning Social network analysis Legal discovery and document archiving Pricing analysis Fraud 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

5 Azure Portal Azure Ops Team ML Studio Data Scientist HDInsightAzure StorageDesktop Data Azure Portal & ML API service Azure Ops Team PowerBI/DashboardsMobile AppsWeb Apps ML API service Developer

6 Azure Portal Azure Ops Team ML Studio Data Scientist HDInsightAzure StorageDesktop Data Azure Portal & ML API service Azure Ops Team PowerBI/DashboardsMobile 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 service and 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

7 Import Data Build a Model Turn model to API

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9 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 ”

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11 www.microsoft.com/learning http://developer.microsoft.com http://microsoft.com/technet http://channel9.msdn.com/Events/TechEd

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