From the course: Machine Learning with SageMaker by Pearson

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Learning objectives

Learning objectives - Amazon SageMaker Tutorial

From the course: Machine Learning with SageMaker by Pearson

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Learning objectives

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Welcome to Lesson 8, where we focus on monitoring and optimizing machine learning solutions in AWS. In this lesson, you'll learn how to use SageMaker model monitor to detect data drift and ensure data quality, set up alerts and CloudWatch dashboards for real time insights, and implement cost saving strategies with auto scaling and SageMaker savings plans. These tools and techniques are designed to help you maintain robust, efficient, and cost-effective ML solutions in production.

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