Dec 08, 2023  
Fall 2023 - Summer 2024 Graduate Catalog 
Fall 2023 - Summer 2024 Graduate Catalog

CSCI 6850 - Deep Learning

This course is an introduction to deep learning, a branch of machine learning concerned with the development and application of modern neural networks. Deep learning algorithms extract layered high-level representations of data in a way that maximizes performance on a given task such as facial recognition, speech recognition, and self-driven cars.  Deep learning enables advanced AI applications. Range of topics will be presented in this course from basic neural networks, convolutional and recurrent network structures, deep unsupervised and reinforcement learning, and applications to problem domains like speech recognition and computer vision.