DATA 450 Advanced Machine Learning

This course is an introduction to deep learning concepts and modern artificial intelligence implementations of various deep learning techniques. Students will study a range of deep learning approaches including Convolutional and Recurrent Neural Networks, Sequence Models and Transformers, Generative Adversarial Networks, and Reinforcement Learning for Robotics. Students will examine modern AI implementations such as Image Generation for deep fakes and Text and Speech Generation for AI bots. A minimum passing grade of C. Prerequisites DATA 370 with minimum grade of C. (3)