[Python] Integrating MATLAB Regression into a Python Application on AWS Cloud

I have a MATLAB application that performs regression using LinearModel.stepwise. I translated the regression process into Python and tried pycaret, OLS, and RLM for regression. However, I noticed differences in the results compared to MATLAB. To ensure consistency, I want to use the MATLAB regression model within my Python application.

Locally, I can call MATLAB code from Python using the MATLAB Engine API for Python.

However, my long-term goal is to deploy this application on AWS. Since I have no prior experience with AWS, I am trying to understand the best approach.

My questions:

1. Do the solutions mentioned in Run MATLAB on AWS and MATLAB in AWS involve running a full MATLAB instance in AWS?
2. Is there an API or service that allows calling specific MATLAB functions and returning results without running a full MATLAB instance in AWS? Any guidance on configuring MATLAB in AWS for this use case would be greatly appreciated.

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