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Krish Naik: Stop Fighting with Kubernetes! Scale Python to 1000s of Machines with Coiled

Stop Wrestling with Infrastructure

Coiled is a lightweight cloud compute platform that lets you scale your Python code to hundreds (or thousands!) of machines with virtually no setup. No Dockerfiles, no Kubernetes configs—just slap on a decorator or add one line of code and you’re off to the races, using the same pandas, NumPy, scikit-learn or PyTorch code you already know.

You only pay for what you actually use—machines spin up when your job starts and shut down the moment it finishes—while your local environment (packages, credentials, files) is automatically synced in the cloud. It’s like having infinite compute power without any of the DevOps headaches.

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