Amazon SageMaker
Developer Guide

Step 2.3: Train a Model

To start model training, you send a request to the CreateTrainingJob API. In the request, you specify the Amazon Elastic Container Registry (Amazon ECR) path to the training image, the location of the S3 bucket containing your training data, and the resources to use (the type and number of ML compute instances to launch).