Explore the intersection of CloudEvents, machine learning, and CI/CD pipelines in this 25-minute conference talk by Ian Coffey from VMware. Discover how CloudEvents specification can drive innovation in various tech areas through a hands-on machine learning example. Learn to combine CloudEvents with BentoML and Tektoncd for experimenting with events, machine learning models, and CI/CD pipelines. Gain insights into deploying inference services using Kubeflow KFServing project in a canary setup. Understand the potential of evented systems in facilitating new patterns and technological advancements.