MSBA 6421 : Predictive Analytics
Graduate course, University of Minnesota - Twin Cities, Carlson School of Management, 2021
- Objective: Provides a systematic introduction to fundamentals knowledge and various methods on predictive modeling and machine learning; assessing the performance of predictive models: logistic regression, decision trees, naïve Bayesian classifiers, support vector machine, ensemble learning, deep neural network, and their applications in structured and unstructured data for bussiness-related case studies.
- Semester: Fall 2021
- Role: Graduate Teaching Assistant with Professor Yichen Song
- Duty:
- Hold virtual office hour weekly and answer questions from students via Zoom & emails;
- Gradings for students’ homework and exams.