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Build More Reliable Machine Learning Systems With The Dagster Orchestration Engine
Dec. 2, 2022, midnight | Tobias Macey
The Machine Learning Podcast www.themachinelearningpodcast.com
Summary
Building a machine learning model one time can be done in an ad-hoc manner, but if you ever want to update it and serve it in production you need a way of repeating a complex sequence of operations. Dagster is an orchestration engine that understands the data that it is manipulating so that you can move beyond coarse task-based representations of your dependencies. In this episode Sandy Ryza explains how his background in machine learning has informed his work …
dagster data-orchestration machine machine learning mlops orchestration systems
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