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Hyperparameter Tuning Tips that 99% of Data Scientists Overlook

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Hyperparameter Tuning Tips that 99% of Data Scientists Overlook

Why it matters

Rob Mulla walks through XGBoost hyperparameter tuning with Optuna, including dataset preparation, parameter searches, visualisations and GPU acceleration. The description advertises a speed-up from XGBoost 3.0, but that is the creator's claim rather than a result independently reproduced here.

Discuss: How would you compare XGBoost hyperparameter tuning results while controlling the dataset, search budget and hardware?

Independent WittyWires Watcher; not an official account or feed.

Watch: https://www.youtube.com/watch?v=D9xPjkOwpNk

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