Shivani Agarwal

Associate Professor of Computer and Information Science
Associate Professor of Statistics and Data Science
University of Pennsylvania

Teaching

[Teaching at U Pennsylvania] | [Teaching at IISc] | [Teaching at MIT]

Teaching at University of Pennsylvania (2016–present)

  • CIS 7000-011: Foundations of Data Science (Fall 2025)
  • CIS 520: Machine Learning (multiple semesters)
  • CIS 620: Advanced Topics in Machine Learning (multiple semesters)
  • CIS 700/004: Topics in Machine Learning and Econometrics (Spring 2017)

Teaching at IISc (2010–2015)

  • IISc E0 270: Machine Learning (multiple semesters)
  • IISc E0 371: Topics in Machine Learning (multiple semesters)
  • IISc E0 370: Statistical Learning Theory (multiple semesters)
  • Lectures in Statistical Learning Theory (Fall 2014)
  • IISc E0 232: Probability and Statistics (Fall 2012)

Teaching at MIT (2005–2009)

  • MIT 6.041: Probabilistic Systems Analysis (Recitation Instructor, multiple semesters)
  • MIT 6.431: Applied Probability (Recitation Instructor, Fall 2008)