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Accelerate your advanced analytics practice using solution templates
9/18/2018 1:46 PM BRK2258 Accelerate your advanced analytics practice using solution templates Darwin Schweitzer Senior Program Manager #solutiontemplates © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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How do you accelerate your advanced analytics practice?
9/18/2018 1:46 PM How do you accelerate your advanced analytics practice? Answer business questions! © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Five questions that data science answers
9/18/2018 1:46 PM Five questions that data science answers Is this A or B? Is this weird? How much – or – How many? How is this organized? What should I do next? Brandon Rohrer’s: Data Science for Beginners Videos © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Two most popular type of deep networks:
9/18/2018 1:46 PM Two most popular type of deep networks: Convolutional Neural Networks (CNN) Recurrent Neural Networks (RNN) Rick Barraza © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM Data the Oxygen for AI Ignite GS07 - The Microsoft AI platform; Joseph Sirosh © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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What are Solution Templates?
9/18/2018 1:46 PM What are Solution Templates? © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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What are Solution Templates?
9/18/2018 1:46 PM What are Solution Templates? Solution Templates are combinations of Azure services that solve a business problem and can be deployed into Azure accounts as end-to-end solutions. Why Solution Templates provide value? Accelerate starting Advanced Analytics (AA) Solutions Reduce time to market to productionize AA Solutions Expand advanced analytics and AI capabilities © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Where did the ideas come from?
9/18/2018 1:46 PM Where did the ideas come from? Created based on real customer engagements completed by our Data Science and Engineering teams Learnings were gathered, patterns were extracted, and feedback collected Purpose is to accelerate next generation of Advance Analytics, and Data and AI solutions © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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What do Solution Templates look like?
9/18/2018 1:46 PM What do Solution Templates look like? © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Solution Templates by Horizontal Vertical Retail and eCommerce
9/18/2018 1:46 PM Solution Templates by Horizontal Vertical Retail and eCommerce Personalized Offers Demand Forecasting and Price Optimization Recommendations Solution Healthcare Predicting Length of Stay in Hospitals Population Health Management for Healthcare Manufacturing, Energy/Utilities, Aerospace Quality Assurance for Manufacturing Demand Forecasting Predictive Maintenance Financial Services, Insurance Telemetry Analytics Loan Credit Risk with SQL Server Advertising, Marketing Real-Time Featurization and Prediction using DocumentDB and AzureML Campaign Optimization with Azure HDInsight Spark Customer Service Interactive Voice Response Bot Customer Churn and Real-time Analytics Social Media Time Series Insights using Twitter Twitter Stream Analysis with Azure Machine Learning Information Technology Anomaly Detection in Real-time Data Streams Data Warehousing and Modern BI on Azure Linux Data Science Virtual Machine Windows Data Science Virtual Machine © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Solution Templates by types of Algorithms
9/18/2018 1:46 PM Solution Templates by types of Algorithms 1 17 Anomaly Detection Anomaly Detection in Real-time Data Streams Classification Quality Assurance 1 8 Clustering Recommendations Solution "Collaborative filtering" Regression Predictive Maintenance 7 Data Infrastructure Data Warehousing and Modern BI on Azure AI Bots Interactive Voice Response Bot 1 © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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How can users discover & deploy Solution Templates?
Cortana Intelligence Gallery Solutions and Tutorials azure.microsoft.com Azure solution architectures AppSource Cortana Intelligence Solutions +New GitHub Repositories & Web Pages: GitHub for TwitterTimeSeriesInsights
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Demo – Discovery and Time Series Insights using Twitter
9/18/2018 1:46 PM Demo – Discovery and Time Series Insights using Twitter #solutiontemplates © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Inside Quality Assurance for Manufacturing
9/18/2018 1:46 PM Inside Quality Assurance for Manufacturing © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Quality Assurance for Manufacturing – Solution Architecture
9/18/2018 1:46 PM Quality Assurance for Manufacturing – Solution Architecture © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Why is QA in Manufacturing Important?
9/18/2018 1:46 PM Why is QA in Manufacturing Important? Improve Product Quality by reducing product waste Identify errors, slowdowns and failures before they are occur using Machine Learning models x Product quality not acceptable c Inspection steps along the SMT line cannot always detect the quality issues Source of failure can be introduced at multiple stages but cannot be detected until it is powered-up for testing at the end © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Is my customer ready for Machine Learning?
9/18/2018 1:46 PM Is my customer ready for Machine Learning? Question is sharp. Data measures what they care about. Data is accurate. Data is connected. A lot of data. E.g. Predict whether component X will fail in the next Y days E.g. Identifiers at the level they are predicting E.g. Failures are really failures, human labels on root causes E.g. Machine information linkable to usage information E.g. Will be difficult to predict failure accurately with few examples © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Demo – Quality Assurance for Manufacturing
9/18/2018 1:46 PM Demo – Quality Assurance for Manufacturing © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Who could use Solution Templates?
9/18/2018 1:46 PM Who could use Solution Templates? © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Roles discovering value in Solution Templates
9/18/2018 1:46 PM Roles discovering value in Solution Templates Data Engineers Data Scientists Developers (AI Developers) Architects DBAs Data Analysts Technical Sales © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Use for Education and Evaluation
9/18/2018 1:46 PM Use for Education and Evaluation Start with a demo to one line of business to create awareness Use to educate: Data Analysts, Data Scientists, Data Engineers, AI Developers Look for business transformation projects that you can use for evaluation and Proof of Concept © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Engineering Team feedback and support cisolutions@microsoft.com
9/18/2018 1:46 PM Support Engineering Team feedback and support Contact your Microsoft Sales team Visit a Microsoft Technology Center (MTC) Contact a Solution Implementation Partner © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Solution Implementation Partners
9/18/2018 1:46 PM Solution Implementation Partners © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Roadmap General Availability - soon More Solution Templates
9/18/2018 1:46 PM Roadmap General Availability - soon More Solution Templates Technical Reference Architectures (Patterns) © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM Sessions and video 9/25 – Ignite GS07 - The Microsoft AI platform; Joseph Sirosh 9/28 – Ignite BRK2258 - Accelerate your advanced analytics practice using Solution Templates Video on how to do Twitter Sentiment Analysis using the Cortana Intelligence Gallery by Chris Testa-O'Neill © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Feedback and support cisolutions@microsoft.com
9/18/2018 1:46 PM Session resources Cortana Intelligence Gallery Solutions and Tutorials Azure solution architectures on azure.microsoft.com AppSource Cortana Intelligence Solutions +New GitHub Repositories & Web Pages: GitHub for TwitterTimeSeriesInsights Feedback and support © 2016 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM AI Solution Templates Discover on AppSource Azure.Microsoft.com CI Gallery Deploy in minutes Configure/Customize Implement with Partners © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Solution Templates by Industry Vertical Horizontal Data Infrastructure
9/18/2018 1:46 PM Solution Templates by Industry Vertical Horizontal Retail and eCommerce Healthcare Manufacturing Energy/Utilities Aerospace Financial Services Insurance Advertising Marketing Customer Service Social Media Information Technology Data Infrastructure Big Data and Data Warehouse IoT © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Please evaluate this session
Tech Ready 15 9/18/2018 Please evaluate this session From your Please expand notes window at bottom of slide and read. Then Delete this text box. PC or tablet: visit MyIgnite Phone: download and use the Microsoft Ignite mobile app Your input is important! © 2012 Microsoft Corporation. All rights reserved. Microsoft, Windows, Windows Vista 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.
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM Appendix © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Machine Learning & Data Science Conference
9/18/2018 1:46 PM DEPLOY © 2015 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Create new deployment
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Enter required parameters
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See resources being provisioned
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Machine Learning & Data Science Conference
9/18/2018 1:46 PM DEMO © 2015 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Time Series Insights 9/18/2018 1:46 PM
© Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM Power BI © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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Azure Machine Learning
9/18/2018 1:46 PM Azure Machine Learning © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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CUSTOMIZE https://portal.azure.com/#resource/subscriptions/......
Machine Learning & Data Science Conference 9/18/2018 1:46 PM CUSTOMIZE © 2015 Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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How to find your deployments
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How to delete your deployments
9/18/2018 1:46 PM How to delete your deployments © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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9/18/2018 1:46 PM © Microsoft Corporation. All rights reserved. MICROSOFT MAKES NO WARRANTIES, EXPRESS, IMPLIED OR STATUTORY, AS TO THE INFORMATION IN THIS PRESENTATION.
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