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

Meet Coiled—the lightweight cloud compute sidekick for Python data pros. Ditch the Docker and Kubernetes drama and scale your local scripts to thousands of machines with a single decorator or line of code.

Keep using pandas, numpy, scikit-learn, PyTorch and your favorite IDE while Coiled spins up machines on demand, syncs your environment (packages, creds and all), then shuts everything down when you’re done—so you only pay for what you actually use.

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