Metaflow, a Human-Centric Framework for Data Science with Ville Tuulos

EPISODE 326
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Banner Image: Ville Tuulos - Podcast Interview
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About this Episode

Today we kick off our re:Invent 2019 series with Ville Tuulos, Machine Learning Infrastructure Manager at Netflix.

At re:Invent, Netflix announced the open-sourcing of Metaflow, their "human-centric framework for data science." We caught up with Ville to talk all things Metaflow, including what problem is Metaflow is trying to solve, why it was important for Netflix to open-source Metaflow, and it's core features. We also discuss the user experience accessing and managing data, experimentation, training and model development, the various tools and libraries that are supported, and integration with Sagemaker, amongst other services. If you're interested in checking out a Metaflow democast with Sam and Villa, leave us a comment below or reach out via email!

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Thanks to our sponsor Capital One

Capital One Financial Corporation (www.capitalone.com) is a financial holding company whose subsidiaries, which include Capital One, N.A., and Capital One Bank (USA), N.A., had $305.9 billion in deposits and $425.4 billion in total assets as of September 30, 2021. Headquartered in McLean, Virginia, Capital One offers a broad spectrum of financial products and services to consumers, small businesses and commercial clients through a variety of channels. Capital One, N.A. has branches located primarily in New York, Louisiana, Texas, Maryland, Virginia, New Jersey and the District of Columbia. A Fortune 500 company, Capital One trades on the New York Stock Exchange under the symbol "COF" and is included in the S&P 100 index.
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