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Maria Vechtomova

Speaker

Maria Vechtomova

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MLOps Tech Lead Marvelous MLOps

Maria is MLOps Tech lead with 11+ years of experience in Data &AI, 8+ years of experience with MLOps (before it became a thing!). Maria has led MLOps adoption in large corporate organizations and co-founded Marvelous MLOps to educate machine learning professionals on best MLOps practices.

Bio from: Databricks DATA + AI Summit 2023

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We talked about:

Maria's background Marvelous MLOps Maria's definition of MLOps Alternate team setups without a central MLOps team Pragmatic vs non-pragmatic MLOps Must-have ML tools (categories) Maturity assessment What to start with in MLOps Standardized MLOps Convincing DevOps to implement Understanding what the tools are used for instead of knowing all the tools Maria's next project plans Is LLM Ops a thing? What Ahold Delhaize does Resource recommendations to learn more about MLOps The importance of data engineering knowledge for ML engineers

Links:

LinkedIn: https://www.linkedin.com/company/marvelous-mlops/

Website: https://marvelousmlops.substack.com/

Free MLOps course: https://github.com/DataTalksClub/mlops-zoomcamp Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html