Week 4 Scientific Paper Proposal (#2473)

contributions/scientific-paper/week4/rohinib-cnra/README.md

@@ -0,0 +1,33 @@
+# Assignment Proposal
+
+## Title
+
+MLOps: A Taxonomy and a Methodology
+
+
+## Names and KTH ID
+
+
+- Rohini Bhardwaj([email protected])
+- Chandni Rakhashiya([email protected])
+
+
+## Deadline
+
+- Week 4
+
+
+## Category
+
+- Scientific paper
+
+
+## Description
+The purpose of this scientific paper presentation is to discuss about the paper "MLOps: A Taxonomy and a Methodology"(https://ieeexplore.ieee.org/abstract/document/9792270).
+
+This paper explores the growing importance of MLOps (Machine Learning Operations) in transitioning ML models from research to real-world business applications. By reviewing existing literature and proposing a taxonomy and defined methodology.
+
+
+Relevance
+
+This paper presents methodologies and operations aimed at defining an ML pipeline to simplify the release of ML applications in the industry. And also by defining a structured, ten-step pipeline, the paper provides a framework for applying DevOps principles to ML workflows.