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
