AWS Certified Machine Learning - Specialty - MLOps Engineering on AWS

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This certificate extends the DevOps methodology to build, train, and deploy machine learning (ML) models, following the four-level MLOps maturity framework. It focuses on the first three levels: initial, repeatable, and reliable. Emphasizing the importance of data, models, and code, the course demonstrates how these elements contribute to successful ML deployments. It highlights the use of tools, automation, processes, and collaboration to address challenges in handoffs between data engineers, data scientists, software developers, and operations teams. Additionally, the course covers the tools and processes required to monitor and take action when model predictions in production deviate from agreed-upon key performance indicators.

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