Lecture 4: Supervised Learning Techniques - Definition: supervised learning = labeled data - Regression tasks - Classification tasks - Classical ML models - linear & logistic regression - decision trees - k-NN - Engineering examples - Predicting tool wear - classifying vibration patterns