Advanced32 min
XGBoost, LightGBM and CatBoost
Second-order objectives, regularised tree growth, histogram binning, leaf-wise growth and tuning strategy.
Assumes you know
Not yet written
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The full curriculum is published up front so you can see the whole route and its dependencies. Lessons are being written in curriculum order.
What it will cover
- XGBoost
- LightGBM
- CatBoost
- histogram