Description
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.
Join Women in Data as a Member: https://womenindata.mn.co/plans/389742?bundle_token=786e315f336334cfdfd416404db1fbf5&utm_source=manual
---
Support this podcast: https://podcasters.spotify.com/pod/show/women-in-data/support
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here.
(00:00:30 - 00:01:52) Welcome and Introduction
(00:01:52 - 00:04:07) Democratizing Data
(00:04:07 - 00:06:59) Balancing Architecture and Flexibility
(00:06:59 - 00:10:08) Internal vs. Consulting...
Published 05/30/24
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here.
(00:00:00) Importance of changing the way we teach math to be more inclusive.
(00:00:34) Introduction to the podcast guest, author and professor.
(00:00:58) Teaching at James Madison University;...
Published 05/23/24