Dive into the world of Machine Learning Operations (MLOps) with the remarkably insightful Maria Vechtomova. She is an MLOps Tech Lead at Ahold Delhaize and Co-Founder of Marvelous MLOps. TimeStamps:

00:00:00 - Introduction to the episode with Maria Vechtomova.00:00:32 - Sadie introduces Maria Vechtomova and her career.00:01:06 - Maria expresses her appreciation for the DataBytes podcast.00:02:06 - Conversation about past experiences with piano lessons.00:03:12 - Maria's transition from economics to data and MLOps.00:04:31 - The impact of having inspiring colleagues.00:06:07 - Discussion on the value of freedom and management styles in Maria's career.00:07:14 - Maria talks about the founding of Marvelous MLOps.00:09:09 - The impact of publishing articles and LinkedIn engagement.00:10:39 - How the field of MLOps has evolved over the years.00:14:10 - The state of MLOps practices in the industry.00:16:27 - Advice for data scientists on best practices for MLOps collaboration.00:18:19 - Ideal handoff models between data engineering, data science, and MLOps teams.00:20:58 - Describing a typical week for an MLOps engineer.00:24:21 - How to balance leadership and technical knowledge.00:26:26 - Discussing the representation of women in MLOps and tech.00:29:51 - Conclusion and thanks to Maria and listeners.00:30:05 - Outro with an advertisement for Women in Data community memberships.

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