Data Science & ML track

XGBoost

XGBoost internals, hyperparameters, early stopping and comparing with LightGBM.

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1

XGBoost Overview

Concept · Hands-on lab included

2

XGBoost vs Classic Gradient Boosting

Concept · Hands-on lab included

3

Regularization in XGBoost

Concept · Hands-on lab included

4

Early Stopping and Eval Sets

Concept · Hands-on lab included

5

Imbalance and Categorical Features in XGBoost

Concept · Hands-on lab included

6

Tuning XGBoost

Concept · Hands-on lab included

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