Anyscale

Introduction to Ray Data

What is Ray Data and How To Use It?

Data Loading

Data Transformations

Writing Data

Common Data Operations

When To Use Ray Data in Production

Ray Data - Full Notebook

Ray Data Quiz

Intro to Ray Data with Unstructured Data

Loading Unstructured Data

Lazy Execution Mode

Transforming Unstructured Data

Stateful transformations with Ray Actors

Materializing Data

Data Operations

Ray Data - Unstructured Data Notebook

Introduction to the Data Industry Landscape

The Compute Layer

The Orchestration Layer

Distributed Computing Frameworks

Data Processing with Ray Data

Ray Serve

Industry Landscape Notebook