doc: readme

Author: meilame-tayebjee

README.md

@@ -1,8 +1,7 @@
-# <img height="18" width="18" src="https://cdn.simpleicons.org/python/00ccff99" /> tutorial template for AIML4OS projects
+# <img height="18" width="18" src="https://cdn.simpleicons.org/python/00ccff99" /> MLOps tutorial for automatic coding in NSIs
 
-This repository provides a clean and modular template to build tutorials for projects in the **AIML4OS** project.
+This tutorial is aimed at providing a step-by-step guide for MLOps pipeline building. It will sift through the main building blocks of an ideal MLOps pipeline, while providing feedbacks and example implementations from three NSIs (France, Germany, Austria) and other partners.
 
-## Usage
-
-➡️ See [this tutorial](https://aiml4os.github.io/training-material-starting-pack/) on how to customize and deploy this template.
+This work was carried out as part of [Work Package 10](https://cros.ec.europa.eu/book-page/aiml4os-wp10-text-code-experiences-and-potential-use-aiml-classifying-and-coding) (Automatic Coding) of the [ESSNet AIML4OS project](https://cros.ec.europa.eu/dashboard/aiml4os).
 
+Special thanks to our colleagues from the [WP2](https://cros.ec.europa.eu/book-page/aiml4os-wp2-communication-and-community-engagement) for providing this tutorial [template](https://github.com/AIML4OS/AIML4OS-template-quarto-python).

chapters/metadata.json

@@ -1 +1 @@
-{"abstract":{},"authors":{},"category":"training courses with R and Python","deploymentUrl":{},"lastModification":"2025-10-21","name":{"en":"Data","fr":"Data"},"skills":{},"suggestedRequirements":{},"tags":{},"timeRequired":0}
+{"abstract":{},"authors":{},"category":"training courses with R and Python","deploymentUrl":{},"lastModification":"2025-10-21","name":{"en":"Monitoring","fr":"Monitoring"},"skills":{},"suggestedRequirements":{},"tags":{},"timeRequired":0}