The document discusses Amazon SageMaker, a fully managed machine learning platform from AWS. It provides built-in algorithms, frameworks, and tools for training and deploying machine learning models. SageMaker handles setting up environments, running training jobs, performing hyperparameter tuning, deploying models for inference, and managing and scaling the inference infrastructure. It aims to make machine learning accessible to every developer and data scientist.