Amazon SageMaker Autopilot
6.9#5 in automl softwareFree planFree planWebAPI
VisitAmazon SageMaker Autopilot vs AutoKeras
What both publish
| Fact | Amazon SageMaker Autopilot | AutoKeras |
|---|---|---|
| Documentation depth | AWS publishes separate user guides, API references, deployment instructions, algorithm-support pages and quota documentation for Autopilot. | The documentation includes task tutorials, API reference pages, customization guidance, export instructions and an FAQ. |
| Purpose | Autopilot automatically creates machine learning models with full visibility and is now in SageMaker Canvas. | AutoKeras is an AutoML system based on Keras, developed to make machine learning accessible to everyone. |
Amazon SageMaker Autopilot plans
- On-demandPriced on request
- Savings PlansPriced on request
- Amazon SageMaker AI pay-as-you-goFree
- SageMaker AI Free TierFree
- On-demand SageMaker AI—
AutoKeras plans
- AutoKerasFree
- Open-source libraryFree
Pick Amazon SageMaker Autopilot if…
It suits users who want automated model building and comparison while retaining visibility into data preparation and training choices. It can serve prediction tasks such as price or churn prediction, risk assessment, and time series forecasting.
Pick AutoKeras if…
AutoKeras suits developers and machine-learning practitioners who want automated model selection within a code-based workflow. It supports several data types and allows users to customize model blocks and training validation settings.