Amazon SageMaker

Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows

SageMaker for Business Analysts

Business analysts

Make ML predictions using a visual interface with SageMaker Canvas.

SageMaker for business analysts »
SageMaker for Data Scientists

Data scientists

Prepare data and build, train, and deploy models with SageMaker Studio.

SageMaker for data scientists »
SageMaker for MLOps Engineers

ML engineers

Deploy and manage models at scale with SageMaker MLOps.

SageMaker for ML engineers »


Make ML more accessible

Enable more people to innovate with ML through a choice of tools—integrated development environments for data scientists and no-code visual interfaces for business analysts.

Prepare data at scale

Access, label, and process large amounts of structured data (tabular data) and unstructured data (photos, video, and audio) for ML.

Accelerate ML development

Reduce training time from hours to minutes with optimized infrastructure. Boost team productivity up to 10 times with purpose-built tools.

Streamline the ML lifecycle

Automate and standardize MLOps practices across your organization to build, train, deploy, and manage models at scale.

High-performance, low-cost ML at scale

Amazon SageMaker is built on Amazon’s two decades of experience developing real-world ML applications, including product recommendations, personalization, intelligent shopping, robotics, and voice-assisted devices.


increase in team productivity


predictions per month


lower TCO


reduction in data labeling costs

Up to 50%

faster training through more efficient use of GPUs


inference overhead latency


compliance programs (PCI, HIPAA, SOC 1/2/3, FedRAMP, ISO, and more)

Amazon SageMaker supports the leading ML frameworks, toolkits, and programming languages

Hugging Face logo

Amazon SageMaker customers

Amazon SageMaker is used by tens of thousands of customers across a wide range of industries.

Getting started

Learn ML with SageMaker Studio Lab

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Get started with free tier

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Deploy solutions with JumpStart

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