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MLOps fosters greater collaboration between data scientists, softwareengineers and IT staff. The paper suggested creating a systematic “MLOps” process that incorporated CI/CD methodology commonly used in DevOps to essentially create an assembly line for each step.
This article by Samhita Alla, a softwareengineer and tech evangelist at Union.ai, provides a simplified walkthrough of the applications of Flyte in MLOps. Fiddler AI Fiddler AI is a model monitoring and explainableAI platform that helps data scientists and machine learning engineers understand how their models work.
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