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User Guides

If you’re new to Ray Datasets, we recommend starting with the Ray Datasets Quick Start <ray_datasets_quick_start>. This user guide will help you navigate the Ray Datasets project and show you how achieve several tasks, for instance you will learn

  • how to load data and preprocess it for machine learning applications,
  • how to use Tensors with Ray Datasets,
  • how to run Dataset Pipelines in common scenarios,
  • and how to tune your Ray Datasets applications for performance.

creating-datasets saving-datasets transforming-datasets exchanging-datasets pipelining-compute dataset-ml-preprocessing dataset-tensor-support advanced-pipelines random-access custom-data performance-tips