In this talk, Rishit introduces Civo's new Kubeflow distribution, which he contributed to. He delves into the challenges of deep learning, particularly model training and deployment, and how Kubeflow can simplify these processes by leveraging the strengths of Kubernetes. He presents a demo showcasing how to deploy Kubeflow on Civo using K3s, emphasizing the speed and ease of the process. Rishit also underlines the full functionality of this Kubeflow distribution, in contrast to MiniKF, noting it includes all components, as well as the ability to add more as needed.