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Welcome to the AWS SageMaker course, where you'll learn utliize AWS's machine learning capabilities for building and hosting models efficiently. This course is designed for both AWS novices and AWS seasoned professionals, who are starting out on their journey to developing the ML skills to manage, deploy, and scale machine learning projects using SageMaker's features. Even if you have no ML or SageMaker experience, the course will jump start your ML learning. The course will follow a typical machine learning pipeline from data preparation all the way through to hosting and monitoring. Activities in the pipeline align to different personas and so the course follows the persona actions for each stage.