CSC 617 - Machine Learning (3)

Machine learning is the exploration of the principles, algorithms, and techniques that allow computers to learn from experience and solve complex data-driven problems. This course provides an in-depth introduction to machine learning systems and methods including statistical pattern recognition, control, reinforcement learning, learning theory, and supervised and unsupervised learning. Students will analyze recent applications of machine learning and design. This course will cover hands-on learning through programming assignments and the creation of a final project that aligns with the interests of the students.