[microsoft connect(); japan 2017] microsoft aiによるインテリジェント...

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https://channel9.msdn.com/Events/

Connect/2017/G102#time=09m00s

https://blogs.technet.microsoft.com/

machinelearning/2017/11/15/

gain-insights-into-the-jfk-files-with-

azure-search-and-cognitive-services/

Web App(azsearch.js)

BlobStorage

Azure Function

Skills:Computer VisionOCR + HandwritingEntity LinkingCIA Cryptonyms Azure Search

Cosmos DBAzure MachineLearning

CognitiveSkill Set

JFK FILESCOGNITIVE SEARCHARCHITECTURE

Skill: Topics

The Microsoft AI platform: Azure+AICloud-powered AI for every developer

Services

Infrastructure

Tools

Azure Databricks

Quickly launch and scale on demand

Rich interactive workspace

Integrated with Azure Active Directory, Power BI, SQL Data Warehouse, Cosmos DB and Azure Machine Learning

Apache® Spark™ based analytics platform optimized for Azure

https://channel9.msdn.com/Events/Connect/2017/T257#time=00m40s

Azure DatabricksApache® Spark™ based analytics platform optimized for Azure

Productive, Scale-out, Full-lifecycle AI Development

Model ManagementDeploy, Version, Manage &

Monitor Models

WorkbenchWrangle Data, Build

models, Deploy & Manage

ExperimentationBoost productivity with Spark,

GPUs and agile development.

AI-powered

Data Wrangling+

E2E ML Dev

Productivity+

Deploy

Anywhere=

E2E Tooling for AI

Development

Program SynthesisDocker, Spark, IoT Edge, On prem, AWS/GCP…

Spark, GPU, Open Source

Lifecycle Management

Built-in AI-powered Data Wrangling

Collaboration with notebooks & Git

Version control & reproducibility

Metrics, lineage, run history, asset

management, and more

Build on any ML framework or library

Distributed learning with Apache Spark

Scale out GPU Training in the Cloud

Azure Container Service

(scale out with Kubernetes clusters)

Azure IoT Edge

Spark on HDInsight

On-prem, AWS, GCP….

https://channel9.msdn.com/Events/Connect/2017/G102#time=26m50s

https://blogs.technet.microsoft.com/machinelearning/2017/06/27/saving-snow-leopards-with-deep-learning-and-computer-vision-on-spark/

https://channel9.msdn.com/Events/Connect/2017/T234#time=03m00s

https://channel9.msdn.com/Events/Connect/2017/G102#time=37m00s

https://channel9.msdn.com/Events/Connect/2017/G102#time=46m50s