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Machine Learning on Coiled

Scale GPU notebooks, batch prediction, HPO, and experiment tracking while preserving local Python ergonomics.

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About this course

4 lessons
2 modules
2 hours
Miles Kim
Tags
GPUBatch predictionMLflow
Machine Learning
Cloud Operations
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1.GPU development

Use cloud GPUs for notebooks and functions without changing the developer loop.

  • GPU development looparticle - 13 min
  • GPU development checkquiz - 6 min

2.Batch ML

Run prediction, HPO, and tracking across cloud inputs.

  • Batch prediction and HPOarticle - 12 min
  • Batch ML checkquiz - 6 min