Final Thoughts

Extreme Gradient Boosting with XGBoost

Sergey Fogelson

Head of Data Science, TelevisaUnivision

What We Have Covered And You Have Learned

Using XGBoost for classification tasks
Using XGBoost for regression tasks
Tuning XGBoost's most important hyperparameters
Incorporating XGBoost into sklearn pipelines

What We Have Not Covered (And How You Can Proceed)

Using XGBoost for ranking/recommendation problems (Netflix/Amazon problem)
Using more sophisticated hyperparameter tuning strategies for tuning XGBoost models (Bayesian Optimization)
Using XGBoost as part of an ensemble of other models for regression/classification

Congratulations!

Extreme Gradient Boosting with XGBoost

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