Course Description

Course CodeCourse NameCreditsHours
3604160 Deep Learning and Neural Network 3.0 3
Description Deep learning is a branch of artificial intelligence that focuses on how to use deep neural networks to self-learn and self-evolve from observed data, as well as to effectively predict, classify, detect patterns and make decisions. This course is an advanced machine learning course that delves into different neural network structures and training methods. Students will be asked to implement different neural networks to solve various human-centered artificial intelligent service design problems (e.g., time series prediction, object detection, image recognition, speech signal processing, video signal processing, natural language processing, audio signal processing, etc.).