# SageMakerAlgorithmRecommendation
<a name="API_marketplace-discovery_SageMakerAlgorithmRecommendation"></a>

Recommended instance types for training and inference with a SageMaker algorithm.

## Contents
<a name="API_marketplace-discovery_SageMakerAlgorithmRecommendation_Contents"></a>

**Note**  
In the following list, the required parameters are described first.

 ** recommendedBatchTransformInstanceType **   <a name="AWSMarketplaceService-Type-marketplace-discovery_SageMakerAlgorithmRecommendation-recommendedBatchTransformInstanceType"></a>
The recommended instance type for batch inference.  
Type: String  
Required: Yes

 ** recommendedTrainingInstanceType **   <a name="AWSMarketplaceService-Type-marketplace-discovery_SageMakerAlgorithmRecommendation-recommendedTrainingInstanceType"></a>
The recommended instance type for training.  
Type: String  
Required: Yes

 ** recommendedRealtimeInferenceInstanceType **   <a name="AWSMarketplaceService-Type-marketplace-discovery_SageMakerAlgorithmRecommendation-recommendedRealtimeInferenceInstanceType"></a>
The recommended instance type for real-time inference.  
Type: String  
Required: No

## See Also
<a name="API_marketplace-discovery_SageMakerAlgorithmRecommendation_SeeAlso"></a>

For more information about using this API in one of the language-specific AWS SDKs, see the following:
+  [AWS SDK for C\$1\$1](https://docs.aws.amazon.com/goto/SdkForCpp/marketplace-discovery-2026-02-05/SageMakerAlgorithmRecommendation) 
+  [AWS SDK for Java V2](https://docs.aws.amazon.com/goto/SdkForJavaV2/marketplace-discovery-2026-02-05/SageMakerAlgorithmRecommendation) 
+  [AWS SDK for Ruby V3](https://docs.aws.amazon.com/goto/SdkForRubyV3/marketplace-discovery-2026-02-05/SageMakerAlgorithmRecommendation)