Week 4: Scientific paper proposal #2374
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Assignment Proposal
Title
CRISP-ML(Q). The End-to-End Machine Learning Workflow
Names and KTH ID
Deadline
Category
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"
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.