Deep Learning: Foundations and Research Trends

3 credits

This course provides a comprehensive introduction to deep learning and explores recent research advancements of deep learning. It covers both foundational techniques and cutting-edge methods in deep learning such as RNNs, CNNs, GANs, DRLs, LLMs, and Generative AI. It focuses on understanding of recent research papers, key algorithms, and hands-on projects that apply modern deep learning models to real-world problems.