WhyLabs' Data Geeks Unleashed

Three members of the WhyLabs team are speaking at the Data and AI Summit on May 26th and 27th. Alessya Visnjic will discuss "The Critical Missing Component in the Production ML Stack," focusing on enabling data logging for an AI application using MLflow. Leandro Almeida will present "Semantic Image Logging Using Approximate Statistics & MLflow," addressing semantic information monitoring and debugging data pipelines for detecting concept drift and out-of-distribution data in semantic-full data, such as images. Andy Dang will talk about "Re-imagine Data Monitoring with whylogs and Spark," showcasing how the whylogs integration with Apache Spark achieves large scale data profiling and its application to existing data and ML pipelines.