Illustrative workflow showing GitHub triggering GitHub Actions, which then uses CML to generate a model and report, visualized as a pull request with performance metrics

Automating the CI/CD Pipeline for ML: A Practical Workflow with CML and GitHub Actions

Automating the CI/CD Pipeline for ML: A Practical Workflow with CML and GitHub Actions I. Introduction: Why CI/CD for Machine Learning Matters  In the rapidly evolving field of machine learning (ML), the adage ‘In ML, models are only as good as the last time they were tested ‘holds. This highlights the crucial role of CI/CD in ML, […]

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