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From notebooks to Netflix scale with Metaflow

Metaflow creator Ville Tuulos discusses scaling ML and AI workflows from notebooks to production infrastructure, alongside his book "Effective Data Science Infrastructure.

Sep 21 · · primary fetch1 sourceupdated Sep 21 ·

As you start developing an AI/ML based solution, you quickly figure out that you need to run workflows. Not only that, you might need to run those workflows across various kinds of infrastructure (including GPUs) at scale. Ville Tuulos developed Metaflow while working at Netflix to help data scientists scale their work. In this episode, Ville tells us a bit more about Metaflow, his new book on data science infrastructure, and his approach to helping scale ML/AI work. Sponsors: RudderStack – Smart customer data pipeline made for developers. RudderStack is the smart customer data pipeline. Connect your whole customer data stack.

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  1. share.transistor.fmFrom notebooks to Netflix scale with Metaflowprimary