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Amazon SageMaker

Amazon SageMaker is a fully managed service for building, training, and deploying machine learning models at scale.

Highlights:
Machine learning service
End-to-end ML workflow
Built-in algorithms
One-click deployment
Supports Jupyter notebooks and distributed training

More Details

About this Item

Amazon SageMaker

What is Amazon SageMaker?

Amazon SageMaker is a fully managed service that provides developers and data scientists with the ability to build, train, and deploy machine learning models quickly.

Key Features

  • End-to-end ML workflow support
  • Built-in algorithms and frameworks
  • One-click deployment
  • Integrated development environment
  • Managed Jupyter notebooks

Use Cases

  • Predictive analytics
  • Computer vision applications
  • Natural language processing
  • Fraud detection
  • Recommendation engines

Code Snippet
App Type and Industry Use Cases

Take a look at the diverse range of application types and industries that can leverage this solution. Understanding these potential uses can help identify how this can integrate into different business models and digital solutions across various sectors.

Tech Stack Compatibility

We've outlined the compatible tech stacks for this solution, encompassing various development areas like frontend, backend, and database, alongside specific stack environments. This provides you with the crucial information needed for seamless integration into your preferred frameworks and programming environments.

Amazon SageMaker
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Pricing Tiers

Studio Lab
Free machine learning dev environment (managed Jupyter notebooks, GPU, no AWS account needed).
Free
Free GPU/CPU
Hosted Jupyter
15GB storage
Many prebuilt libs
Community sharing
Standard
Managed end-to-end ML platform for model build/deploy/train/monitor.
$0.27/hr + resources used
Model mgmt
Built-in tuning
Training/deployment
Model registry
Hosting/inference
Enterprise
Compliance, advanced monitoring, federated learning, and robust integration.
Contact sales
Model lineage
Audit/privacy
Security features
Enterprise support
API integration

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