Amazon SageMaker is a managed service that provides developers and data scientists the ability to build, train, and deploy machine learning (ML) models quickly. SageMaker removes the heavy lifting from each step of the machine learning process, making it easier to develop high-quality models. It provides a broad set of capabilities, such as preparing and labeling data, choosing an algorithm, training and tuning a model, and deploying it to make predictions.