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Ray Data for Batch AI

Design Ray Data pipelines for parallel ingest, preprocessing, offline inference, and reliable outputs.

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About this course

4 lessons
2 modules
2 hours
Mira Kapoor
Tags
Ray DataBatch inferencePipelines
Batch AI
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1.Data ingestion

Read and transform datasets with worker-friendly patterns.

  • Ray Data ingestion patternsarticle - 13 min
  • Ingestion pattern checkquiz - 6 min

2.Batch inference

Scale model scoring with callable classes and actor pools.

  • Batch inference with Ray Dataarticle - 14 min
  • Batch inference release checkquiz - 6 min