Artificial Intelligence

Matthew McKenna

Author: Matthew McKenna

Preprocess input data before making predictions using Amazon SageMaker AI inference pipelines and Scikit-learn

May 2025: This post was reviewed and updated for accuracy. Amazon SageMaker AI enables developers and data scientists to build, train, tune, and deploy machine learning (ML) models at scale. You can deploy trained ML models for real-time or batch predictions on unseen data, a process known as inference. However, in most cases, the raw […]