Staging environment

Navigating MLOps with Databricks

Hosted by Maria Vechtomova and Başak Eskili

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End-to-end MLOps with Databricks
Maria Vechtomova and Başak Eskili

What you'll learn

MLOps components and principles

Understand main MLOps components and why you need them

MLOps on Databricks

Understand how MLOps principles can be followed on Databricks

Model serving architectures on Databricks

Deep-dive into various model serving architectures on Databricks and how those can be implemented

Why this topic matters

Implementing MLOps practices elevates data scientists and speeds up time to production. We've seen this throughout our careers. MLOps is not about what tools you use, it is about how you use them to follow MLOps principles. Databricks is the leading Data & AI platform, and has all the components needed for MLOps

You'll learn from

Maria Vechtomova

MLOps Tech Lead, Databricks MVP

10+ years of experience in Data & AI. Writing an O'Reilly book on MLOps with Databricks.

Başak Eskili

ML Engineer

6+ years of experience in ML engineering. Currently ML engineer at Booking.com

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