Deploy XGBoost Models from SageMaker using Lambda Functions

Quick tutorial on how to expose SageMaker ML model endpoints for everyone to use

Nikola Kuzmic
Towards Data Science
5 min readMay 15, 2022

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Photo by Jake Fagan on Unsplash

Creating ML model endpoints inside Amazon SageMaker is pretty awesome but unless you can enable others to use them, what’s the point? In the previous tutorial:

Train XGBoost models in Amazon

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