Teaching

Courses taught by Dr. Varun Chandola at the University at Buffalo:

CSE 474/574: Introduction to Machine Learning

Comprehensive introduction to fundamental concepts and algorithms in machine learning, covering supervised learning (regression, classification, SVMs, neural networks), unsupervised learning (clustering, dimensionality reduction, EM), and learning theory.

CSE 601: Data Mining and Bioinformatics

Advanced techniques for extracting actionable insights and patterns from massive biological, clinical, and complex structured datasets, including clustering, association rules, anomaly detection, and sequence mining.

Graduate Seminars in Scalable Data Science & Anomaly Detection

Research seminars exploring recent advances in non-linear manifold learning, deep generative models for graphs, and spatiotemporal anomaly detection.

For an up-to-date schedule of classes and teaching assignments, please visit the UB CSE Faculty Teaching Profile.