Sriganesh Madhvanath Headshot

Sriganesh Madhvanath

Adjunct Faculty

Golisano College of Computing and Information Sciences

Sriganesh Madhvanath

Adjunct Faculty

Golisano College of Computing and Information Sciences

Currently Teaching

DSCI-633
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.