<p>As AI becomes more ubiquitous and scalable we aim to apply these technologies to help improve the planet. This talk will explore Microsoft's latest contributions to the Apache Spark and Machine Learning communities with a special focus on AI for environmental and social impact. In particular, we will share how to use Azure Databricks, Azure Machine Learning and Microsoft ML for Apache Spark to explore over 5,000 years of human creativity with the Metropolitan Museum of Art, and how Microsoft uses Apache Spark to help the protect endangered species.</p>
4. Celebrating 2 years of Open
Access at The MET
https://gen.studio
400k images released under the Open Access license
5. Celebrating 2 years of Open
Access at The MET
https://gen.studio
Over 5000 years of human culture
6. Goals
Let visitors create new
works
https://gen.studi
o
Real or
Generated?
Noise
Vector
Generator
Generated
Image
Training Data
Discriminator
Real or
Generated?
7. Goals
Let visitors create new
works
Azure Machine
Learning service
Build appCollaborate Release app Monitor app
ML Ops
14. Microsoft Machine Learning for
Apache Spark
Microsoft’s Open Source
Contributions to Apache Spark
www.aka.ms/spark Azure/mmlspark
Distributed Machine
Learning
Fast Model
Deployment
Microservice
Orchestration
Multilingual Binding
Generation
v1.0-rc