Introduction to Artificial Intelligence

(3 Credit Hours) · Undergraduate

This course offers a comprehensive exploration of Artificial Intelligence (AI), covering topics ranging from generative modeling to Chat-GPT. The curriculum begins with an examination of the core concepts of deep learning, followed by practical, hands-on experience implementing Linear Deep Learning and Multi-Layer Perceptrons using Python and PyTorch. The latter part of the course is dedicated to in-depth study cases and projects, delving into Generative Modeling, Convolutional Neural Networks (ConvNets), Unsupervised and Self-Supervised Learning, Natural Language Processing, and Reinforcement Learning