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Learn XGBoost with free notebooks

3 free video lessons that use XGBoost, each with a downloadable Jupyter notebook and, where needed, the dataset. Learn XGBoost by working through real examples.

Understanding AdaBoost and XGBoost: Key Boosting Techniques in Machine Learning

Understanding AdaBoost and XGBoost: Key Boosting Techniques in Machine Learning

📓 Notebook · scikit-learn · NumPy · pandas

Using Random Forest and XGBoost for Accurate Time Series Forecasting

Using Random Forest and XGBoost for Accurate Time Series Forecasting

📓 Notebook · scikit-learn · pandas · Matplotlib

Understanding Gradient Boosting and Implementing XGBoost in Python for Predictive Modeling

Understanding Gradient Boosting and Implementing XGBoost in Python for Predictive Modeling

📓 Notebook · scikit-learn · pandas · NumPy