Deep Learning Applications

3 credits · Engineering Professional

This course focuses on the primary use cases of deep learning to solve challenging problems particularly in the areas of computer vision, natural language processing, and recommendation systems. Students will develop an understanding of both the mathematical theory and programmatic implementation of neural networks using Python. The course includes significant hands-on team-based project work and an emphasis on self-discovery. The semester will be split into three core modules: computer vision, NLP, and recommendation systems. Each module will include lectures, assignments, a team project, and review of recent research in the field.