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 certificate

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 thumbnail

Introduction to Ray

Learning Path

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Course Sequence

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

Introduction to Ray and its AI Libraries (Overview)

Foundations

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.

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2
Distributed Computation Foundations (Ray Core) thumbnail

Distributed Computation Foundations (Ray Core)

Foundations

Step 2

Distributed Computation Foundations (Ray Core)

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

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3
Data Processing Foundations (Ray Data) thumbnail

Data Processing Foundations (Ray Data)

Foundations

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.

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4
Model Training Foundations (Ray Train) thumbnail

Model Training Foundations (Ray Train)

Foundations

Step 4

Model Training Foundations (Ray Train)

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

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5
Hyperparameter Tuning Foundations (Ray Tune) thumbnail

Hyperparameter Tuning Foundations (Ray Tune)

Foundations

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.

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6
Model Serving Foundations (Ray Serve) thumbnail

Model Serving Foundations (Ray Serve)

Foundations

Step 6

Model Serving Foundations (Ray Serve)

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

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Intro to Ray Capstone Certificate

Certification

Certification
Capstone Certificate

Introduction to Ray Capstone Certificate

Capstone certificate exam for Introduction to Ray.

Locked until prior courses are complete