AWS AI Practitioner: ML Operations (MLOps)

Skillsoft issued completion badges are earned based on viewing the percentage required or receiving a passing score when assessment is required. MLOps, or machine learning operations, is a multidisciplinary approach that combines machine learning, data engineering, and DevOps to automate and improve the efficiency of machine learning (ML) workflows in development and production environments. In this course, examine MLOps experimentation, repeatable processes, and scalable systems, in addition to how to manage technical debt and achieve production readiness. Next, explore model monitoring and retraining and metrics for model performance, including accuracy, F1 score, and area under the ROC curve (AUC). Finally, learn about business metrics like cost per user, development costs, customer feedback, and return on investment (ROI). This course is part of a collection that prepares you for the AIF-C01: AWS Certified AI Practitioner exam.