DataTalks.Club

Pragmatic and Standardized MLOps - Maria Vechtomova

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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

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