Sebastian Raschka • 1/15/2023

Training an XGBoost Classifier Using Cloud GPUs Without Worrying About Infrastructure

This technical guide demonstrates how to leverage the Lightning AI framework to run XGBoost model training on cloud GPUs, bypassing complex infrastructure setup. It includes local CPU code, shows GPU acceleration for larger datasets, and provides a step-by-step implementation using Lightning's CloudCompute for scalable machine learning workflows.

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#Machine Learning #Infrastructure #Xgboost