Zhe Yu
Assistant Professor
Department of Software Engineering
Golisano College of Computing and Information Sciences
Office Location
Zhe Yu
Assistant Professor
Department of Software Engineering
Golisano College of Computing and Information Sciences
Currently Teaching
DSCI-633
Foundations of Data Science and Analytics
3 Credits
A foundations course in data science, emphasizing both concepts and techniques. The course provides an overview of data analysis tasks and the associated challenges, spanning data preprocessing, model building, model evaluation, and visualization. The major areas of machine learning, such as unsupervised, semisupervised and supervised learning are covered by data analysis techniques including classification, clustering, association analysis, anomaly detection, and statistical testing. The course includes a series of assignments utilizing practical datasets from diverse application domains, which are designed to reinforce the concepts and techniques covered in lectures. A substantial project related to one or more data sets culminates the course.
SWEN-352
Software Testing
3 Credits
Concepts and techniques for testing soft ware and assuring its quality. Topics cover software testing at the unit and system levels; static vs. dynamic analysis; functional testing; inspections; and reliability assessment.