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coiled documentation coiled documentation skip to main content ctrl k start for free coiled user guide examples blog contact us sign in start for free overview home user guide examples blog contact us sign in start for free coiled documentation welcome to coiled coiled is a lightweight cloud computing platform that lets data engineers and scientists easily scale their code without dealing with docker or kubernetes your developer experience stays the same but you can scale to any cloud hardware get started user guide learn how to use coiled coiled user guide examples examples of workflows using coiled examples blog latest news from the coiled team and the state of cloud computing blog reference api documentation api examples use cases dataframe workflows transform large tabular datasets in the cloud with coiled see use case machine learning train predict and track on cloud hardware with coiled see use case geospatial process tbs of geospatial data with coiled and xarray see use case general python parallelize custom python functions on the cloud see use case dask vs spark dask is faster and easier to use than spark see example 250 tb with dask and xarray in 6 mins for 25 see example train pytorch model on cloud gpu with batch see example production etl run lightweight data pipelines on a schedule on the cloud see example coiled user guide copyright 2026 coiled computing inc
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