Learning Path
Cloud ML with Dask and Coiled
Scale batch prediction, HPO, experiment tracking, and GPU development without rewriting local workflows.
3 coursesCapstone certificate5 hoursML engineers
What you'll cover
- Machine Learning on Coiled
- Production Batch Jobs and Serverless Functions
- Coiled Production Readiness Certificate
- GPU development
- Batch ML
- Function patterns
Available in this academy.
You can jump directly into any course or lesson in the path.
Course Sequence
3 steps1
Step 1
Machine Learning on Coiled
Scale GPU notebooks, batch prediction, HPO, and experiment tracking while preserving local Python ergonomics.
2 hours2 modules4 lessonsProgress tracking available
View course2
Step 2
Production Batch Jobs and Serverless Functions
Convert scripts and functions into scheduled, observable cloud jobs with clear inputs, outputs, and cleanup.
1.5 hours2 modules4 lessonsProgress tracking available
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Capstone Certificate
Coiled Production Readiness Certificate
A capstone assessment for operating Dask, Coiled clusters, cloud data, and batch/ML workflows responsibly.
45 min1 modules2 lessonsCertificate assessment
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