# Welcome


## Amazon SageMaker Service


Provides APIs for creating and managing SageMaker resources. 

Other Resources:
+  [SageMaker Developer Guide](https://docs.aws.amazon.com/sagemaker/latest/dg/whatis.html#first-time-user) 
+  [Amazon Augmented AI Runtime API Reference](https://docs.aws.amazon.com/augmented-ai/2019-11-07/APIReference/Welcome.html) 

## Amazon SageMaker Runtime


 The Amazon SageMaker AI runtime API. 

## Amazon Sagemaker Edge Manager


SageMaker Edge Manager dataplane service for communicating with active agents.

## Amazon SageMaker Feature Store Runtime


Contains all data plane API operations and data types for the Amazon SageMaker Feature Store. Use this API to put, delete, and retrieve (get) features from a feature store.

Use the following operations to configure your `OnlineStore` and `OfflineStore` features, and to create and manage feature groups:
+  [CreateFeatureGroup](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateFeatureGroup.html) 
+  [DeleteFeatureGroup](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DeleteFeatureGroup.html) 
+  [DescribeFeatureGroup](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeFeatureGroup.html) 
+  [ListFeatureGroups](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListFeatureGroups.html) 

## Amazon SageMaker geospatial capabilities


Provides APIs for creating and managing SageMaker geospatial resources.

## Amazon SageMaker Metrics Service


Contains all data plane API operations and data types for Amazon SageMaker Metrics. Use these APIs to put and retrieve (get) features related to your training run.
+  [BatchPutMetrics](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_metrics_BatchPutMetrics.html)