Pennsylvania State University

Pennsylvania State University

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.

    Curriculum Development

    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.