Automate, Optimize, and Monitor ML Models

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Automate, Optimize, and Monitor ML Models

Coursera · Intermediate ·📐 ML Fundamentals ·5h ago
Machine learning models lose accuracy over time without proper monitoring and optimization. This Short Course was created to help ML and AI professionals build robust, production-ready systems that maintain performance at scale. By completing this course, you'll master critical MLOps skills for detecting model drift, implementing automated retraining workflows, and creating optimized ML pipelines that ensure sustained business value in production environments. By the end of this course, you will be able to: - Evaluate production model performance to detect and mitigate drift - Create an auto…
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