Week 4: Scientific paper proposal

contributions/presentation/week4/jmaragna/README.md

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+# Assignment Proposal
+
+## Title
+
+_CRISP-ML(Q). The End-to-End Machine Learning Workflow_
+
+## Names and KTH ID
+
+  - Jacopo Maragna ([email protected])
+
+## Deadline
+
+- Week 4
+
+## Category
+
+- Scientific paper
+
+## Description
+
+The purpose of this scientific paper presentation is to guide the audience through the various phases of the machine learning workflow, as outlined in the paper ["Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology"](https://www.mdpi.com/2504-4990/3/2/20)
+
+**Relevance**
+
+The topics covered are particularly relevant to DevOps, especially MLOps, as they address the state-of-the-art in fully automated pipelines that handle model training, deployment to production, and performance monitoring.