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Ray Train and Tune for ML Teams

Coordinate distributed training jobs and credible hyperparameter experiments with Ray Train and Ray Tune.

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About this course

4 lessons
2 modules
2 hours
Mira Kapoor
Tags
Ray TrainRay TuneDistributed training
ML Training
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1.Worker groups

Structure training functions, scaling config, and checkpoints.

  • Ray Train worker groupsarticle - 14 min
  • Training ownership checkquiz - 6 min

2.Tune experiments

Design search spaces and early-stopping experiments.

  • Tune search space designarticle - 12 min
  • Search space checkquiz - 6 min