Amazon SageMaker
lastmod 2026-11-10created 2024-06-042 edits
Amazon SageMaker is a managed machine learning platform provided by AWS. It offers the entire ML workflow as a cloud service, from data preparation, notebook environments, model training, and hyperparameter tuning to deployment and monitoring, and lets you run distributed training and inference endpoints without managing infrastructure. It is a flagship service of the AWS ecosystem, compared with other ML platforms such as Databricks and Dataiku.