Getting Started With Amazon SageMaker & Tecton’s Feature Platform

Tecton's feature platform is designed to make it easy to productionize feature pipelines, allowing data scientists and models running in production to consume polished features. The Tecton SDK integrates with Amazon SageMaker, enabling users to retrieve historical features for model training and serve features for online inference. This integration allows developers to build machine learning applications within the SageMaker environment, leveraging Tecton's production ML capabilities and flexibility to work with various ML frameworks. By connecting SageMaker to a Tecton-managed EMR cluster, users can access the Tecton SDK and start working with it, automating data exploration, model training, and serving features for real-time inference use cases.