(3 units). Basic concepts of machine learning. Essentials of mathematics. Supervised learning. Unsupervised learning. Reinforcement learning. Algorithms for regression, classification, density estimation, and clustering. Course Component: Lecture Prerequisites: MAT 1341, ((MAT 2371, MAT 2375) or MAT 2377) and 12 course units in CSI or SDS at the 3000 level.
(3 units). Basic concepts of machine learning. Essentials of mathematics. Supervised learning. Unsupervised learning. Reinforcement learning. Algorithms for regression, classification, density estimation, and clustering. Course Component: Lecture Prerequisites: MAT 1341, ((MAT 2371, MAT 2375) or MAT 2377) and 12 course units in CSI or SDS at the 3000 level.
