Want to create an interactive transcript for this episode?
Podcast: DataTalks.Club
Episode: Pragmatic and Standardized MLOps - Maria Vechtomova
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/
<...