Distributed Computation Foundations (Ray Core)
Master the basics of distributed computing with this foundations course on Ray Core.
Introduction to Ray Core
Overview of Ray Core
Setting up Remote Functions
Executing Remote Functions
Examples and Anti-Patterns
Ray Core Fundamentals - Full Notebook
Overview: Object Store, Tasks, Actors
Object Store
Chaining Tasks and Passing Data
Task Retries
Task Runtime Environments
Resource Allocation and Management
Nested Tasks
Pattern: Pipeline data processing and waiting for results
Ray Actors
Advanced Ray Core Notebook