Lecture 4: Learning
Introduction to artificial intelligence focusing on supervised learning, nearest-neighbor classification, perceptron learning, support vector machines, regression, loss functions, overfitting, regularization, reinforcement learning, Markov decision processes, Q-learning, unsupervised learning, and k-means clustering.
#Supervised Learning#Nearest-Neighbor Classification#Perceptron Learning