# Amazon Web Services (AWS) SageMaker业务
> Amazon Web Services (AWS) SageMaker is a fully managed cloud service that provides developers and data scientists with the ability to build, train, and deploy machine learning (ML) models quickly. It removes the heavy lifting from each step of the machine learning process to make it easier to develop high-quality models. As a modular service, it covers the entire ML lifecycle—from data labeling and preparation to hosting and monitoring.
- URL: https://optimly.ai/brand/amazon-web-services-aws-sagemaker
- Slug: amazon-web-services-aws-sagemaker
- BAI Score: 94/100
- Archetype: Challenger
- Category: Cloud Computing
- Last Analyzed: April 10, 2026
- Part of: Amazon Web Services (AWS) (https://optimly.ai/brand/amazon-web-services-aws)
## Competitors
- Azure Machine Learning (https://optimly.ai/brand/azure-machine-learning)
- Databricks (https://optimly.ai/brand/databricks)
- DataRobot (https://optimly.ai/brand/datarobot)
- Google Cloud Vertex AI (https://optimly.ai/brand/google-cloud-vertex-ai)
## AI-Suggested Alternatives
- Bare Metalvm Diy (https://optimly.ai/brand/bare-metalvm-diy)
## Also Referenced By
- Google Vertex AI (https://optimly.ai/brand/google-vertex-ai)
- Microsoft Azure AI (https://optimly.ai/brand/microsoft-azure-ai)