AI Stories MLOps Engineering & Coding Best Practices with Maria Vechtomova #48
4 snips
May 30, 2024 Guest Maria Vechtomova is a skilled ML Engineering Manager at Ahold Delhaize and co-founder of the Marvelous MLOps blog. She shares essential coding best practices for data scientists, emphasizing modularity and CI/CD pipelines. Maria discusses her experience deploying a fraud detection algorithm, highlighting the necessity of collaboration and infrastructure monitoring. Additionally, she dives into the distinct roles of ML and MLOps engineers and shares her journey in content creation, offering insights into building a community around MLOps.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Intro
00:00 • 5min
Optimizing MLOps Through Best Practices
05:19 • 22min
Navigating MLOps: From Model Building to Deployment
27:30 • 13min
Building a Knowledge Hub: The Marvelous MLOps Blog Journey
40:48 • 2min
Building a Podcast: From Struggle to Success
42:47 • 5min
ML Engineers vs. MLOps Engineers
48:05 • 8min
From Marvel Inspiration to MLOps: A Unique Career Journey
56:04 • 4min