Amazon SageMaker

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. SageMaker provides a broad set of capabilities including data preparation, feature engineering, statistical bias detection, auto-ML, training and tuning, hosting, monitoring, and workflows. It includes SageMaker Studio for an integrated development environment, SageMaker Autopilot for automated machine learning, and various other tools for the complete ML lifecycle. The platform supports popular ML frameworks and provides pre-built algorithms and models.