Amazon SageMaker is a fully managed service that provides every developer and data scientist with 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 to make it easier to develop high-quality models.
Traditional ML development is a complex, expensive, iterative process made even more difficult because there are no integrated tools for the entire machine-learning workflow. You must combine tools and workflows, which is time-consuming and error-prone. SageMaker solves this challenge by providing all the components used for machine learning in a single toolset, so models get to production faster with much less effort and at a lower cost.
