A developer published a walkthrough for building a production-grade end-to-end MLOps pipeline around the Titanic survival prediction dataset, covering data versioning with DVC, validation, scikit-lear…
A developer built a production-grade machine learning system to predict 30-day hospital readmissions using the UCI Diabetes 130-US Hospitals dataset, which contains 101,766 patient encounters from 130…
Amazon Web Services (AWS) introduced inference meta-monitoring for Amazon SageMaker AI endpoints, a governance layer that continuously tracks prediction and data quality metrics and visualizes trends …
A developer explains how to add evals to an LLM feature, using an outbound AI calling agent as an example. The process involves defining a business outcome metric, curating a representative dataset of…