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Pragmatic and Standardized MLOps - Maria Vechtomova
Manage episode 376454143 series 2831626
内容由DataTalks.Club提供。所有播客内容(包括剧集、图形和播客描述)均由 DataTalks.Club 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
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:
- 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
168集单集
Manage episode 376454143 series 2831626
内容由DataTalks.Club提供。所有播客内容(包括剧集、图形和播客描述)均由 DataTalks.Club 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal。
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:
- 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
168集单集
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