Build 2016 - B857 - Intelligent Data Driven Applications that Learn and Adapt

Post on 13-Jan-2017

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Transcript of Build 2016 - B857 - Intelligent Data Driven Applications that Learn and Adapt

#Build2016

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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