Advanced Deep Learning

Course Code: AIGC 5500

Academic Year: 2023-2024

Deep Learning is an essential tool and technique in many AI applications like computer vision, natural language processing, and speech recognition. In this course, students investigate the capabilities and challenges of advanced deep learning. They also learn different variants of deep learning models and algorithms such as convolutional neural networks (CNN), recurrent neural networks (RNN), transformers, and generative adversarial networks (GAN), and deep reinforcement learning (DRL). In addition, students learn how to train these models using industrial libraries andframeworks.