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YouTube 2023-05-11 at 18:57

The Fun Sized MLOps Stack from Scratch | Featureform

Description

ABOUT THE TALK: Learn about "fun-sized companies" (SMB's, small startups, etc) and how to build a fully fledged MLOps platform from scratch using the best OSS tools out there in under a day.

This talk covers: -The main problems MLOps tries to solve -The most common tools being used & their drawbacks -OSS projects & tools that have been developed in the past 2-3 years and how do they solve some of the pain points of the prior tools -The realistic roadmap for companies that are forever “not-Google” scale but want to continue improving their data and ML maturity

ABOUT THE SPEAKER: Mikiko Bazeley is Head of MLOps at Featureform, a Virtual Feature Store. He has previously taken on engineer, data scientist, and data analyst roles for companies including Mailchimp (Intuit), Teladoc, Sunrun, Autodesk along with a handful of early stage startups.

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