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MLRun @ ODSC: Git-based CI/CD for ML

In this session, Yaron Haviv, MLRun Co-Founder, discusses how to enable continuous delivery of machine learning to production using Git-based ML pipelines (Github Actions) with hosted training and model serving environments. He touched upon how to leverage Git to solve rigorous MLOps needs: automating workflows, reviewing models, storing versioned models as artifacts, and running CI/CD for ML. He also covered how to enable controlled collaboration across ML teams using Git review processes and how to implement an MLOps solution with MLRun and hosted ML platforms. The session includes a live demo.