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CIS520 Machine Learning | Lectures / Next
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More advanced ML courses (only offered some years):

Statistics courses

  • STAT542 - Bayesian Methods and Computation
    • Shane Jenson on Bayesian methods (EM, Gibbs sampling)
  • Multivariate methods
    • Andreas Buja on multivariate methods (research oriented)
  • STAT500 - Applied Regression and Analysis of Variance
    • never underestimate the value of really understanding regression, but STAT 500 is too basic for people who have CIS520
    • If you want the math side of regression, see STAT550 - Mathematical Statistics
  • STAT553 - Machine Learning — probably too basic after 520
  • STAT701 - Modern Data Mining — probably too basic after 520

Other related courses:

Many courses go into detail on applications of machine learning to e.g. vision or NLP

Again: there are also many options to do research in various labs around Penn.

Back to Lectures

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Page last modified on 17 December 2017 at 12:30 PM