Session

Process Control in Data Pipelines and MLOps

Together, we will explore the crucial but often overlooked connection between process control and robust AI/ML product development. Drawing upon the history of process control in manufacturing, Pete will highlight its increasing relevance in building reliable and trustworthy AI/ML solutions. Attendees will gain an understanding of why visibility and control over machine learning pipelines are essential, and how applying process control principles can lead to more accurate, reliable, and compliant AI/ML systems. The session will also delve into practical techniques for managing variability in machine learning, ensuring greater control over model outcomes.

Pete George

Manager, Data Science Consulting - GenAI, MLOps, and LLMOps at EPAM Systems

Denver, Colorado, United States

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