Rémy Marquis

Here are a few issues I see while using the broadcast section, in various page width depending on how the website is set up on the screen (full, half, and...

- **Split Chapter 13 in local and cicd parts** - **Move container registry access** - **Renumber chapters in part 3** - **Renumber chapters in part 4** - **Cleanup chap 14**...

Since the model training on a k8s pod using CML runner registration has proved to be problematic - seemingly due to an incompatibility with CML and recent version of Kubernetes,...

Expand Part 4 to explain how to use LabelStudio efficiently in a collaborative manner (cloud based annotation).

Add a note explaining how to display current prediction on the Project View of Label Studio.

This ticket aims to give some feedback on the choice made for the implementation of the self-hosted runner (Chapter 3.7 and 3.8). Indeed, unlike the previous chapters that are quite...

Add a short podcast using NotebookLM to present MLOps concepts.

Now tha tPython 3.13 has been released, the ecosystem and ML libraries should be mature enough to use Python 3.12 as mainstream version. Test the major platforms (Linux Ubuntu/macOS) with...

Currently, the GPU pod is also created when pull request is merged into the main branch, before being destroyed without the intermediary step being executed. To restrict the GPU pod...

Add a note about the possibility of training in the CI/CD pipeline (when dvc repro is not done locally first) and what the implication are (ie, no, GitHub won't train...