Course curriculum

    1. Introduction to Ray Data

    2. What is Ray Data and How To Use It?

    3. Data Loading

    4. Data Transformations

    5. Writing Data

    6. Common Data Operations

    7. When To Use Ray Data in Production

    8. Ray Data - Full Notebook

    9. Ray Data Quiz

    1. Intro to Ray Data with Unstructured Data

    2. Loading Unstructured Data

    3. Lazy Execution Mode

    4. Transforming Unstructured Data

    5. Stateful transformations with Ray Actors

    6. Materializing Data

    7. Data Operations

    8. Ray Data - Unstructured Data Notebook

    1. Introduction to the Data Industry Landscape

    2. The Compute Layer

    3. The Orchestration Layer

    4. Distributed Computing Frameworks

    5. Data Processing with Ray Data

    6. Ray Serve

    7. Industry Landscape Notebook

About this course

  • 24 lessons
  • 0.5 hours of video content
  • Level: Beginner
  • Ray AI Libraries Overview
  • Featuring XGBoost and PyTorch