> ## Documentation Index > Fetch the complete documentation index at: https://arize-ax.mintlify.dev/docs/llms.txt > Use this file to discover all available pages before exploring further. # Batch This tutorial implements the following AWS architecture for handling a SageMaker Batch Transformer.

The transformer generates an event that kicks off a Lambda function. The transformer generates the model inputs and predictions used by the lambda function. A separate process is assumed to process actuals as they are received in the system. The below file is a Jupyter notebook file that should be uploaded to the Sagemaker Notebook Instance. The Notebook file builds a lambda package in a Gzip to upload to AWS. The below file is the Lambda python function, this should be uploaded to a SageMaker Notebook Instance along with the above notebook. GitHub