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From notebooks to Netflix scale with Metaflow (Practical AI #150)
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.
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Featuring:
- Ville Tuulos – Twitter, LinkedIn
- Daniel Whitenack – Twitter, GitHub, Website
Show Notes:
- Metaflow
- “Effective Data Science Infrastructure” by Ville Tuulos
- Use code podpracticalAI19 for 40% off!
Something missing or broken? PRs welcome!