Weekly MLOps Demo - August 27th 2021

All Weekly Demos: #16

Recording

https://youtu.be/E6863ThuWJM

Jupyter Notebook experience

Epic: gitlab-org&6589 (closed)

We are working on improving the experience of Jupyter Notebooks on GitLab. Before we work on the implementation of diff, we are warming up by fixing some small issues:

• gitlab-org/gitlab!69075 (merged)
• gitlab-org/gitlab!68654 (merged)
• gitlab-org/gitlab#339109 (closed)

MLOps Tooling within GitLab

We continue to explore what components of the MLOps architecture we should explore first. For now, the best candidates are adapting the pipeline experience, and Model Registry. We are also working on creating resources to that our customer success colleagues are better equipped to discuss customers needs on the MLOps landscape.

Up Next

• Continue working on gitlab-org&6589 (closed)
• MLOps user problems and solutions page #18 (closed)
• Explore a mlops solution integrating MLFlow and GitLab #19