Machine Learning (ML) platforms
AWS SageMaker is a fully managed service from Amazon Web Services (AWS) that enables developers and data scientists to build, train, and deploy machine learning models at scale. It provides a comprehensive set of tools and features that cover the entire machine learning lifecycle, from data…
Key facts
- First appeared
- 2017
- Category
- technology
- Problem solved
- AWS SageMaker was created to address the significant complexity and manual effort involved in building, training, and deploying machine learning models. Before SageMaker, data scientists and developers had to manually provision infrastructure, manage software dependencies, set up development environments, orchestrate training jobs, and handle model deployment and monitoring, often leading to slow development cycles and high operational overhead.
- Platforms
- Amazon Web Services (AWS) Cloud
Related technologies
Notable users
- Dow Jones
- Intuit
- National Football League (NFL)
- GE Healthcare
- Siemens Healthineers
- Expedia
- T-Mobile