80 min listen
Pragmatic and Standardized MLOps - Maria Vechtomova
FromDataTalks.Club
ratings:
Length:
54 minutes
Released:
Sep 8, 2023
Format:
Podcast episode
Description
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
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
Released:
Sep 8, 2023
Format:
Podcast episode
Titles in the series (100)
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