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Amazon SageMaker Canvas
Visual no-code tool for building tabular ML models in AWS
SageMaker Canvas is AWS's no-code ML interface for business analysts and non-data scientists. It enables tabular data model training, forecasting and analysis through a spreadsheet-like interface, with integration to SageMaker for advanced workflows.
| Pricing from | Pay-as-you-go (approximately £0.48 per hour plus data processing) |
| Best for | AWS customers and business analysts needing rapid tabular model development without coding |
| Website | aws.amazon.com/sagemaker/canvas |
Strengths and trade-offs
- Spreadsheet-like interface makes tabular ML accessible to business analysts and finance teams
- Easy integration with AWS data sources and upgradeable to full SageMaker for advanced needs
- Limited to tabular data; no native support for images, text or other data types
- AWS lock-in and pay-per-hour costs may deter small teams or experimentation
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