Unified AI & ML runtime: How SageMaker Distribution aims to radically simplify ML development
Event: Community Over Code. Venue: Grand Hyatt Denver, Denver, Colorado. See slides here 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?” ...