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Version: 4.2.0

aws_sagemaker_auto_ml_job

Description​

AWS SageMaker Auto ML Job is a feature that automates machine learning model development. It handles data preprocessing, algorithm selection, and hyperparameter tuning. Users input their dataset and specify the target variable. The system then trains and evaluates multiple models, providing the best-performing one. This reduces the time and expertise required for creating machine learning models.

Base Hierarchy​

Hierarchy of SageMaker Auto ML Job

Relationship to other Resources​

Diagram of SageMaker Auto ML Job resource relationships

Properties​

Diagram of SageMaker Auto ML Job data model