기계 번역으로 제공되는 번역입니다. 제공된 번역과 원본 영어의 내용이 상충하는 경우에는 영어 버전이 우선합니다.

# Autopilot을 위한 API 참조 가이드
<a name="autopilot-reference"></a>

이 섹션에서는 Amazon SageMaker Autopilot 리소스(AutoML 작업)를 프로그래밍 방식으로 생성하고 관리하기 위한 HTTP 서비스 REST API의 하위 집합을 제공합니다.

선택한 언어가 Python인 경우 Amazon SageMaker Python SDK의 [AWS SDK for Python (Boto3)](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html) 또는 [AutoMLV2 객체](https://sagemaker.readthedocs.io/en/stable/api/training/automlv2.html#sagemaker.automl.automlv2.AutoMLV2)를 직접 참조할 수 있습니다.

## AutoML API 작업
<a name="autopilot-api-actions"></a>

이 목록은 AutoML 작업을 프로그래밍 방식으로 관리하기 위해 참조 API에서 사용할 수 있는 작업을 자세히 설명합니다.
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListAutoMLJobs.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListAutoMLJobs.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListCandidatesForAutoMLJob.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ListCandidatesForAutoMLJob.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_StopAutoMLJob.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_StopAutoMLJob.html)

**참고**  
[CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJobV2.html)와 [DescribeAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJobV2.html)는 이전 버전과의 호환성을 제공하는 [CreateAutoMLJob](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateAutoMLJob.html) 및 [DescribeAutoMLJob](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeAutoMLJob.html)의 새 버전입니다.  
`CreateAutoMLJobV2`를 사용하는 것이 좋습니다. `CreateAutoMLJobV2`는 바이너리 버전인 `CreateAutoMLJob`과 동일한 표 형식 문제 유형은 물론 이미지 또는 텍스트 분류, 시계열 예측과 같은 표 형식이 아닌 문제 유형도 관리할 수 있습니다.  
`CreateAutoMLJob`을 `CreateAutoMLJobV2`로 마이그레이션하는 방법에 대한 지침은 [Migrate a CreateAutoMLJob to CreateAutoMLJobV2](https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-automate-model-development-create-experiment.html#autopilot-create-experiment-api-migrate-v1-v2)에서 확인하세요.

## AutoML API 데이터 유형
<a name="autopilot-api-data-types"></a>

이 목록은 위의 작업에서 인바운드 요청 또는 아웃바운드 응답으로 사용하는 API AutoML 객체를 자세히 설명합니다.
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLAlgorithmConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLAlgorithmConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidate.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidate.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateGenerationConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateGenerationConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateStep.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLCandidateStep.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLChannel.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLChannel.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLContainerDefinition.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLContainerDefinition.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSource.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSource.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSplitConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLDataSplitConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLInferenceContainerDefinitions.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLInferenceContainerDefinitions.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobArtifacts.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobArtifacts.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobChannel.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobChannel.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobInputDataConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobInputDataConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobObjective.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobObjective.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobStepMetadata.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobStepMetadata.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobCompletionCriteria.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLJobSummary.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLOutputDataConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLPartialFailureReason.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLPartialFailureReason.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeResolvedAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLProblemTypeResolvedAttributes.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLResolvedAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLResolvedAttributes.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLSecurityConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLSecurityConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLS3DataSource.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AutoMLS3DataSource.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateArtifactLocations.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateArtifactLocations.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateGenerationConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateGenerationConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateProperties.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CandidateProperties.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_FinalAutoMLJobObjectiveMetric.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_FinalAutoMLJobObjectiveMetric.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_HolidayConfigAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_HolidayConfigAttributes.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ImageClassificationJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ImageClassificationJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_MetricDatum.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_MetricDatum.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployConfig.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployResult.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ModelDeployResult.html) 
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ResolvedAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_ResolvedAttributes.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularResolvedAttributes.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TabularResolvedAttributes.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationResolvedAttribute.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TextGenerationResolvedAttribute.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesForecastingJobConfig.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesForecastingJobConfig.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesTransformations.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TimeSeriesTransformations.html)
+ [https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TuningJobCompletionCriteria.html](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_TuningJobCompletionCriteria.html)