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Practical AI

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Integrating CICD and MLOps

This chapter explores the convergence of Continuous Integration/Continuous Delivery (CICD) and Machine Learning Operations (MLOps), stressing the importance of cohesive systems in software deployment. It highlights the significance of testing software and data collaboratively, the risks of independent model updates, and the need for rigorous processes to manage machine learning models effectively.

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