
Metaflow, a Human-Centric Framework for Data Science with Ville Tuulos - #326
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Integrating Metaflow with Jupyter and SageMaker
This chapter examines the integration of Metaflow with Jupyter notebooks and the open-source project PolyNote, emphasizing the importance of writing Metaflow code outside of notebooks for better practices. It explores how Metaflow facilitates local development, scaling to cloud execution, and integration with Amazon SageMaker, empowering data scientists to efficiently manage data workflows and model training. Additionally, the chapter discusses the user-centric design principles of Metaflow in enhancing productivity and supporting various data science project outputs.
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