by DataTalks | Aug 29, 2022 | Uncategorized
An overview of what DevOps and MLOps have in common and what are their differences (if any). About ten years ago, the community realized that there was a barrier between the delivery and operations teams. On the one hand, there was the development team, which was...
by DataTalks | Jul 22, 2022 | Uncategorized
In this article, we’ll talk about different roles in a data team and discuss their responsibilities. In particular, we will cover: The types of roles in a data team; The responsibilities of each role; The skills and knowledge each role needs to have. Want to listen to...
by DataTalks | Jun 13, 2022 | Uncategorized
How MLOps helps across all stages of ML project It’s a common misconception that MLOps is solely about the tools we use for deploying models and preparing the infrastructure for it. Partly it is, but it’s not the whole story — there’s much more. In this post, I’ll...
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