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

Ever wish scaling Python was as easy as copy-pasting? Enter Coiled: slap on a decorator and your local code instantly roars across hundreds of cloud machines—no Dockerfiles or Kubernetes head-scratching required. It just works with pandas, NumPy, PyTorch, scikit-learn, Jupyter, VS Code, PyCharm—whatever you already love.

Plus, you pay only for the compute minutes you actually use (bye-bye idle servers), and jobs auto-spawn and terminate as needed. All the power of big-data clusters, none of the infra drama.

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