What you'll learn

Deploying machine learning models to production can be complex and challenging, often involving multiple tools and workflows. In this course, Model Deployment with Amazon SageMaker, you’ll learn to efficiently deploy and manage models in production. First, you’ll explore how to deploy models using SageMaker’s various tools and endpoints. Next, you’ll discover how to monitor, update, and manage these deployments. Finally, you’ll learn how to optimize costs and manage resources effectively. When you’re finished with this course, you’ll have the skills and knowledge to confidently deploy and maintain models using Amazon SageMaker.