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PyTorch on Cloud GPUs with Coiled

PyTorch on Cloud GPUs with Coiled

Train PyTorch models on cloud GPUs from anywhere.
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Coiled
One Trillion Row Challenge

One Trillion Row Challenge

Based on the one billion row challenge, the one trillion row challenge requires running a simple computation on TBs of data.
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Coiled
Processing a 250 TB dataset with Coiled, Dask, and Xarray

Processing a 250 TB dataset with Coiled, Dask, and Xarray

We process 250TB of geospatial cloud data in twenty minutes on the cloud with Xarray, Dask, and Coiled. We do this to demonstrate scale…
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Sarah Johnson
Spark vs. Dask

Spark vs. Dask

If you want to run Python code at scale today you have serveral options. Arguably, the two most popular are Spark and Dask.
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Coiled
Parallel Serverless Functions at Scale

Parallel Serverless Functions at Scale

By James Bourbeau
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Coiled
Processing Terabyte-Scale NASA Cloud Datasets with Coiled

Processing Terabyte-Scale NASA Cloud Datasets with Coiled

How to run existing NASA data workflows on the cloud, in parallel, with minimal code changes.
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Coiled
Latest
Run a script on a GPU with one line of code

Run a script on a GPU with one line of code

GPUs are powerful but only have an impact when they’re easy to use
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Coiled
Easy Scalable Production ETL

Easy Scalable Production ETL

Example Python data pipeline that’s cheap and easy to deploy on the cloud using tools like Prefect, Dask, Delta Lake and Streamlit.
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Coiled
Real-world Grocery Demand Forecasting

Real-world Grocery Demand Forecasting

By Jack Solomon
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Coiled
Schedule Python Jobs with Prefect and Coiled

Schedule Python Jobs with Prefect and Coiled

By James Bourbeau
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Coiled
1BRC in Python with Dask

1BRC in Python with Dask

Last week Gunnar Morling launched the One Billion Row Challenge and it’s been fun to follow along. Though the official challenge is limited…
Go to the profile of Sarah Johnson
Sarah Johnson
Xarray at Large Scale: A Beginner’s Guide

Xarray at Large Scale: A Beginner’s Guide

You don’t need to be a distributed systems expert to process terabytes of geospatial data.
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Coiled
Process Hundreds of GB of Data in the Cloud with Polars

Process Hundreds of GB of Data in the Cloud with Polars

Use Polars to process S3 data in the cloud with Coiled serverless functions.
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Coiled
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