12. The Microsoft AI platform: Azure+AI
Cloud-powered AI for every developer
Services
Infrastructure
Tools
13. 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
16. Productive, Scale-out, Full-lifecycle AI Development
Model Management
Deploy, Version, Manage &
Monitor Models
Workbench
Wrangle Data, Build
models, Deploy & Manage
Experimentation
Boost productivity with Spark,
GPUs and agile development.
17. AI-powered
Data Wrangling
+
E2E ML Dev
Productivity
+
Deploy
Anywhere
=
E2E Tooling for AI
Development
Program Synthesis
Docker, Spark, IoT Edge,
On prem, AWS/GCP…
Spark, GPU, Open Source
Lifecycle Management
18. Built-in AI-powered Data Wrangling
Collaboration with notebooks & Git
Version control & reproducibility
Metrics, lineage, run history, asset
management, and more
19. Build on any ML framework or library
Distributed learning with Apache Spark
Scale out GPU Training in the Cloud