Teaching
Courses taught by Dr. Kosaraju in the Department of Computer Science at Cal Poly Pomona.
CS 4210
Fall 2024
Machine Learning and Its Applications
Supervised learning techniques, including linear models for regression, linear models for classification, decision trees, support vector machines, neural networks. Unsupervised learning techniques, including clustering and dimensionality reduction. Related advanced topics. Case studies and applications.
Description from the University Catalog.
Units: 3
[Syllabus]
[Course materials]
CS 4990
Spring 2025
Generative Deep Learning and Applications
[Course description]. Offered as CS 4990, Special Topics for Upper Division Students.
Units: [units]
[Syllabus]
[Course materials]
[Add courses from Fall 2025 and Spring 2026]
Student-led research
Papers from the lab with a student as first author.
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Research with the lab
Cal Poly Pomona students who want to do research with the lab can email Dr. Kosaraju with a few lines on which research area interests them and the relevant courses they have taken.