CSC 8851 - Deep Learning

4 Credit Hours
Prerequisites: CSC 6740 or CSC 6850.
Description
Deep learning is the most effective learning algorithm so far in the area of Artificial Intelligence and it holds the promise of solving the Artificial General Intelligence (AGI) problem. This course will cover the foundations of deep learning, its training and regularization techniques, and its most prominent architectures (such as CNN, RNN, LSTM) for image recognition, sequence to sequence processing, and multi-modal applications.