Build 2016 - B857 - Intelligent Data Driven Applications that Learn and Adapt
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Transcript of Build 2016 - B857 - Intelligent Data Driven Applications that Learn and Adapt
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#Build2016
Intelligent, data-driven apps that learn and adaptShawn BiceGeneral ManagerDatabase Systems Group
B857
Pablo CastroSoftware ArchitectDatabase Systems Group
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Your app
Intelligent appslearn and adapt to deliver more powerful experiences
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Making an app intelligentFeedback loops use data to improve results over time
Your app
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Add intelligence to existing apps
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Add intelligence to existing appsSki rental reservationDisplays productsHandles transactions
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Add intelligence to existing appsSki rental reservationDisplays productsHandles transactions
With intelligencePredicts demand to help customers know what to expect
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Add intelligence to existing appsLift statusShows open/closed status
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Add intelligence to existing appsLift statusShows open/closed status
With intelligencePredicts wait timeWarns based on trafficIdentifies anomalies
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Add intelligence to existing appsDiningShares menuTakes reservations
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Add intelligence to existing appsDiningShares menuTakes reservations
With intelligenceKnows where you want to eat next
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Demo
Pablo CastroSoftware ArchitectDatabase Systems Group
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ArchitectureSki rental
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ArchitectureLifts and runs
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ArchitectureDining
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Today’s ingredients for intelligence
Azure Event HubsCollect events
Azure Redis CacheAzure Data Lake
SQL Server with R
Azure Blob StorageStore data
Azure SQL DatabaseAzure DocumentDBAzure Data LakeAzure SQL Data Warehouse
R Tools for Visual Studio
Azure Search
Improve the experience
Azure App Service
Azure Machine Learning
Azure Stream Analytics
Learn and adapt
Azure HDInsightPower BICortana Analytics Suite
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Transform business with intelligent apps
Demand RevenueGrowth
ForecastingSki rental reservation
FraudSupply chain delaysCustomer dissatisfaction
Anomaly detectionLift status
Personalized offersCross-channel experiencesProduct recommendations
Tailored experiencesDining
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Next Monday: 1) Pick an existing app.2) Start adding in intelligence.Instrument your app to collect telemetry and start a feedback loop.See if any Cortana Analytics pre-built models will make your app smarter.Use AzureML with telemetry data to add an intelligent behavior to your app.Add search and recommendations to your app.Try R services for SQL Server 2016 for ETL-free advanced analytics.
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