Unified AI & ML runtime: How SageMaker Distribution aims to radically simplify ML development
·1 min
- Event: Community Over Code.
- Venue: Grand Hyatt Denver, Denver, Colorado.
Abstract:
Managing Machine Learning environments is hard:
“Where do I install package X from? If I install Y, will it break my current environment or change the package closure in any way? How do I share my code and the corresponding environment with a colleague in a reproducible way? If my code runs locally, how do I ensure it runs as-is in the cloud? How do I safely and easily upgrade the environment at a cadence I want?”
Learn how Amazon SageMaker Distribution, an open-source project by Amazon Web Services, takes a radically different approach by packaging all the tools you want in a single environment, and upgrades it at a cadence you can rely upon.