ISYS 573 Machine Learning for Business

Zoom MeetingTime:       Th 7:00-9:45    
Virtual Office Hours:      Th 6:00-7:00 
Email: sgill@sfsu.edu

Machine learning has been essential to the success of many recent technologies, including autonomous vehicles, search engines, genomics, automated medical diagnosis, image recognition, and social network analysis, among many others. This course provides an in-depth study of business-oriented machine learning techniques. It focuses on machine learning in a project-based way, touching on a broad range of topics from the basics to the latest deep learning techniques. In addition, it covers topics, from productionizing machine learning models to collecting datasets. The course includes practical topics like customer retention, forecasting, and back office processes, as well as work through six projects that help form an ML-for-business mindset.

You can get the syllabus here.