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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Intelligent, data-driven apps that learn and adaptShawn BiceGeneral ManagerDatabase Systems Group
B857
Pablo CastroSoftware ArchitectDatabase Systems Group
Your app
Intelligent appslearn and adapt to deliver more powerful experiences
Making an app intelligentFeedback loops use data to improve results over time
Your app
Add intelligence to existing apps
Add intelligence to existing appsSki rental reservationDisplays productsHandles transactions
Add intelligence to existing appsSki rental reservationDisplays productsHandles transactions
With intelligencePredicts demand to help customers know what to expect
Add intelligence to existing appsLift statusShows open/closed status
Add intelligence to existing appsLift statusShows open/closed status
With intelligencePredicts wait timeWarns based on trafficIdentifies anomalies
Add intelligence to existing appsDiningShares menuTakes reservations
Add intelligence to existing appsDiningShares menuTakes reservations
With intelligenceKnows where you want to eat next
Demo
Pablo CastroSoftware ArchitectDatabase Systems Group
ArchitectureSki rental
ArchitectureLifts and runs
ArchitectureDining
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
Transform business with intelligent apps
Demand RevenueGrowth
ForecastingSki rental reservation
FraudSupply chain delaysCustomer dissatisfaction
Anomaly detectionLift status
Personalized offersCross-channel experiencesProduct recommendations
Tailored experiencesDining
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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