Foundations of Machine Learning

💡 DSU Exam Strategy & Guidance

Linear & Logistic Regression, Decision Trees (ID3/C4.5 Entropy & Information Gain), SVM (Kernel Trick), Naive Bayes Classifier, and Evaluation Metrics (ROC-AUC, Precision/Recall/F1).