Dive into a comprehensive 2.5-hour tutorial on XGBoost, covering regression, classification, mathematical details, and advanced optimizations. Learn how to implement XGBoost in Python from start to finish, gaining practical skills in this powerful machine learning algorithm for both regression and classification tasks.