7. Ray Data

• 7.1. Ray Data Overview
  • Key Concepts
  • Dataset
  • Data Operations and Underlying Implementation
    • Data Reading and Writing
    • Data Transformation
• 7.2. Data Loading, Inspection, and Saving
  • Loading Data
    • Column and Row Pruning
    • Parallelism
  • Inspecting Data
  • Iterating Over Data
    • Sequential Iterating
    • Randomly Iterating
  • Saving Data
    • Writing to Filesystems
    • Converting to Other Framework Formats
• 7.3. Data Transformation
  • Transformation
    • map() and map_batches()
    • Example: NYC Taxi
    • Task and Actor
  • Grouping
• 7.4. Preprocessor