Vasant Honavar: Teaching and Curriculum Development
Courses Taught at Pennsylvania State University
Courses Taught at Iowa State University
Principles of Artificial Intelligence (Com S 472, Com S 572)
Principles of Machine Learning (Com S 573)
Computational Functional Genomics and Systems Biology (BCB 570, Com S 570)
Elements of Neural Computation ComS 474
Computational Models of Learning ComS 672
Advanced Topics in Artificial Intelligence and Cognitive Modelling
Honavar has taught several seminar courses covering advanced topics in machine learning, causal inference, probabilistic graphical models, multi-agent systems, deep learning, semantic web, bioinformatics, systems biology, information integration, neural computation, knowledge representation, and related topics.
Honavar is especially interested in developing curricula that introduce the principles of computing across multiple disciplines. Some ideas along these lines can be found here.