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Why you can't afford to ignore MLOps, with Maria Vechtomova - HS#20
Manage episode 436243185 series 3558558
Nội dung được cung cấp bởi Miko Pawlikowski. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được Miko Pawlikowski hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.
Mastering MLOps with Maria: Insights and Future Trends
Join us for an in-depth conversation with Maria, a leading expert in MLOps, as she shares her journey and insights into the world of machine learning operations. Maria discusses the common misconceptions about MLOps, the integration of DevOps practices, and the tools and frameworks that have shaped her career. Discover her unique approach to MLOps, the challenges faced by data science teams, and the evolution of the field. Maria also introduces her new course on MLOps with Databricks, aimed at helping practitioners deepen their skills. Don't miss this episode for valuable advice and a peek into the future of MLOps!
0:00 Intro
0:31 Marvel and Lego: A Personal Touch
1:12 Journey into MLOps
02:09 The Evolution of MLOps
04:38 Challenges and Best Practices in MLOps
06:38 MLOps vs. DevOps
08:10 LLM Monitoring and Prompt Engineering
10:02 Advice for MLOps Practitioners
13:15 Marvelous MLOps: The Blog and Course
17:53 Final Thoughts and Career Advice
19:21 Conclusion and Farewell
This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.hockeystick.show
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