Anyscale Academy
Learning Path

Introduction to Ray

The Ray 101 learning path is the perfect entry point to get you started with Ray. You'll learn about all of our libraries, from low-level distributed computing with Ray Core to running AI workloads with Ray Data, Train, Tune and Serve

6 coursesCapstone certificateStatus: not started

What you'll cover

  • Level: Beginner
  • Ray Ecosystem Overview
  • Introduction to Ray AI Libraries
  • Introduction to Ray Core
  • Introduction to Ray Data
  • Introduction to Ray Train
  • Introduction to Ray Tune
  • Introduction to Ray Serve
Introduction to Ray thumbnail

Enroll to unlock course access in this learning path.

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Course Sequence

6 steps + capstone
1
Introduction to Ray and its AI Libraries (Overview) thumbnail
Step 1

Introduction to Ray and its AI Libraries (Overview)

This course is designed for users new to Ray. It serves as an introductory step in learning Ray, covering fundamentals of the Ray ecosystem and its AI libraries.

Locked until enrolled
2
Distributed Computation Foundations (Ray Core) thumbnail
Step 2

Distributed Computation Foundations (Ray Core)

Master the basics of distributed computing with this foundations course on Ray Core.

Locked until enrolled
3
Data Processing Foundations (Ray Data) thumbnail
Step 3

Data Processing Foundations (Ray Data)

Explore the foundations of processing structured and unstructured data with Ray Data and get an overview of the key concepts and patterns for distributed data processing.

Locked until enrolled
4
Model Training Foundations (Ray Train) thumbnail
Step 4

Model Training Foundations (Ray Train)

Learn the foundations of distributed training of machine learning models with Ray Train.

Locked until enrolled
5
Hyperparameter Tuning Foundations (Ray Tune) thumbnail
Step 5

Hyperparameter Tuning Foundations (Ray Tune)

This foundation course helps you get started with running your own hyperparameter tuning experiments efficiently using Ray Tune.

Locked until enrolled
6
Model Serving Foundations (Ray Serve) thumbnail
Step 6

Model Serving Foundations (Ray Serve)

Learn to deploy your machine learning models in this foundations course on Ray Serve.

Locked until enrolled
Introduction to Ray Capstone Certificate thumbnail
Capstone Certificate

Introduction to Ray Capstone Certificate

Capstone certificate exam for Introduction to Ray.

Locked until prior courses are complete