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Pragmatic and Standardized MLOps - Maria Vechtomova
Manage episode 376454143 series 2831626
Content provided by DataTalks.Club. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by DataTalks.Club or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/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
183 episodes
Share
Manage episode 376454143 series 2831626
Content provided by DataTalks.Club. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by DataTalks.Club or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/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
183 episodes
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Similar to DataTalks.Club
Africa-focused technology, digital and innovation ecosystem insight and commentary.
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Show notes are at https://stevelitchfield.com/sshow/chat.html
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The American healthcare system is one of the most innovative in the world. But it’s also riddled with complex challenges, such as access to affordable medications, inefficiency and administrative burdens, and communication barriers between providers. There’s clearly a better way—and at Surescripts, we have a unique sightline into what that may be. In this series, host Melanie Marcus, Chief Marketing Officer of Surescripts, sits down with today’s most inspiring and innovative leaders in healt ...
…
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…
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…
continue reading
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…
continue reading
Big tech is transforming every aspect of our world. But how, and at what cost? This season of Land of the Giants – The Disney Dilemma – focuses on Disney’s ability to weather the ups and downs of the business cycle and changing tastes and explores what has kept it successful for over 100 years. The entertainment giant has leveraged nostalgia and its intellectual property to build a beloved brand, but after an acquisition spree that included Marvel, Lucasfilm, and 20th Century Fox, can it sus ...
…
continue reading
This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
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continue reading
The director’s commentary track for Daring Fireball. Long digressions on Apple, technology, design, movies, and more.
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We help founders make something people want.
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continue reading
Player FM - Podcast App
Go offline with the Player FM app!
Go offline with the Player FM app!
