Machine Learning

Graduate

This course provides a comprehensive introduction to machine learning methods and techniques. Various machine learning concepts and methods, such as computer vision, natural language processing, and deep learning, will be described and discussed. The emphasis of this course will be providing the required background and working knowledge of the machine learning methodology to apply these techniques on new or existing research or data science problems. Through multiple project assignments, this course will provide students with the experience on the application of machine learning techniques to solve real-world complex problems, such as those in the biomedical domain. (1 unit)