• Problem-Solving with Machine Learning (CIS531)

  • Estimating Probability Distributions (CIS532)

  • Learning with Linear Classifiers (CIS533)

  • Decision Trees and Model Selection (CIS534)

  • Debugging and Improving Machine Learning Models (CIS535)

  • Learning with Kernel Machines (CIS536)

  • Deep Learning and Neural Networks (CIS537)

  • Linear Algebra: Low Dimension (CAS531)

  • Matrix and Linear Algebra: High Dimension (CAS532)