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29 lines
782 B
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.. _data_user_guide :
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===========
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User Guides
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===========
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If you’re new to Ray Data, we recommend starting with the :ref:`Ray Data Quick Start <ray_data_quick_start>`.
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This user guide will help you navigate the Ray Data project and show you how achieve several tasks, for instance
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you will learn
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- how to load data and preprocess it for machine learning applications,
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- how to use Tensors with Ray Data,
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- how to run Dataset Pipelines in common scenarios,
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- how to run Dask, Spark, Mars or Modin on Ray Data,
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- and how to tune your Ray Data applications for performance.
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.. toctree::
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:maxdepth: 2
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dataset-ml-preprocessing
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dataset-tensor-support
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advanced-pipelines
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dask-on-ray
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raydp
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mars-on-ray
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modin/index
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custom-data
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performance-tips
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