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Pragmatic and Standardized MLOps - Maria Vechtomova
MP3•Laman utama episod
Manage episode 376454143 series 2831626
Kandungan disediakan oleh DataTalks.Club. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh DataTalks.Club atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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
167 episod
MP3•Laman utama episod
Manage episode 376454143 series 2831626
Kandungan disediakan oleh DataTalks.Club. Semua kandungan podcast termasuk episod, grafik dan perihalan podcast dimuat naik dan disediakan terus oleh DataTalks.Club atau rakan kongsi platform podcast mereka. Jika anda percaya seseorang menggunakan karya berhak cipta anda tanpa kebenaran anda, anda boleh mengikuti proses yang digariskan di sini https://ms.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
167 episod
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