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Most people hear names like SVM, Random Forest, KNN, and XGBoost and never learn what they actually do. Professor Whitaker breaks down 8 of the most important supervised machine learning algorithms—how they learn from labeled data, how they make predictions, and why you’d choose one over another. From Linear Regression → XGBoost, this is the supervised ML map in one video. Save this for the next time machine learning starts sounding like alphabet soup. #MachineLearning #AI #ArtificialIntelligence #DataScience #ComputerScience