Ray Courses and Certification
Official Ray Online Courses and Certification.
Prove Your Ray Skills
The Ray Fundamentals Certification Test evaluates your understanding of Ray’s core concepts. Passing earns you a Ray Fundamentals Certificate and a badge to showcase on your professional profiles. Plus, enjoy first access to future Ray Certification.
The KubeRay Fundamental Certification focuses on the fundamentals of deploying, managing, and scaling Ray applications within a Kubernetes environment.
Deep Learning at Scale with Ray focuses on building and scaling distributed data preprocessing and model training. It covers, efficient GPU utilization, integration with PyTorch and Lightning, and more.
Explore Our Most Popular Courses
This course is designed for users new to Ray. It serves as an introductory step in learning Ray, covering fundamentals and providing an overview of its key components. Course includes modules on Ray Data, Ray Train, Ray Tune, Ray Serve, and Ray Core.
Introduction to deploying and managing Ray applications on Kubernetes using KubeRay, a Kubernetes-native operator for Ray. The course covers installing KubeRay, configuring Ray clusters, scaling applications, and workloads.
Large-scale deep learning with Ray in this 4-hour course designed for engineers. You will learn about Ray Train, Ray Data for deep learning; PyTorch and Lightning integrations; how to diagnose Ray applications with the Ray Dashboard.