Artificial Intelligence and Machine Learning Concentration
About the concentration
This interdisciplinary concentration covers artificial intelligence and machine learning. It will provide the students with the required knowledge to develop intelligent techniques and systems. Students are exposed to topics such as machine learning, deep learning, computer vision, and natural language processing. Furthermore, it also covers perception, motion and manipulation, and reinforcement learning. It promotes interdisciplinary education where computer science intersects with mathematics and engineering. The applications of this concentration are wide-ranging and include automatic image and video processing, healthcare, financial data and trading, speech recognition, facial identification, and seismic survey processing.
This concentration consists of the following four courses:
ICS 471||Artificial Neural Networks and Deep Learning||COE 292, Math 208, STAT 319|
ICS 485||Machine learning ||COE 292, Math 208, STAT 319|
ICS 483||Computer Vision||Senior Standing|
ICS 489||Applications of Machine Learning ||ICS 485|