Learning paths
Role-oriented routes through the academy curriculum.
Platform engineers
Ray Platform Engineer
Build and operate distributed Python applications with Ray Core, Data, Serve, and production readiness practices.
4 courses8 hours
Open path
ML engineers
Ray ML Engineer
Scale training, tuning, batch inference, and online serving with clear model lifecycle handoffs.
3 courses7 hours
Open path
Applied AI and research engineers
Ray Applied AI Researcher
Explore RLlib, distributed experiments, and Serve-based application patterns for research teams moving toward production.
3 courses5.5 hours
Open path