From 0c804fd83665ed0606be10a3b9717e8b0b3506b9 Mon Sep 17 00:00:00 2001 From: jackma-00 Date: Thu, 29 Aug 2024 11:57:24 +0200 Subject: [PATCH] Week 4: Scientific paper proposal --- .../presentation/week4/jmaragna/README.md | 25 +++++++++++++++++++ 1 file changed, 25 insertions(+) create mode 100644 contributions/presentation/week4/jmaragna/README.md diff --git a/contributions/presentation/week4/jmaragna/README.md b/contributions/presentation/week4/jmaragna/README.md new file mode 100644 index 0000000000..45f7e5d8dd --- /dev/null +++ b/contributions/presentation/week4/jmaragna/README.md @@ -0,0 +1,25 @@ +# Assignment Proposal + +## Title + +_CRISP-ML(Q). The End-to-End Machine Learning Workflow_ + +## Names and KTH ID + + - Jacopo Maragna (jmaragna@kth.se) + +## 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. \ No newline at end of file