Teaching

Swanand R. Khare

NPTEL SWAYAM

Applied Linear Algebra in AI and ML Course Page.

Applied Stochastic Processes (jointly with Professor Amitalok Budkuley, ECE IIT Kharagpur) Course Page.

Current Semester Teaching

  1. MA20268: Foundations of AI and ML
  2. MA69204: Statistical Softwarre Lab

Courses taught at IIT Kharagpur

  1. MA11005: Linear Algebra (Under-graduate level)
  2. MA10001: Advanced Calculus (Under-graduate level)
  3. MA20104: Probability and Statistics (Under-graduate level)
  4. MA30003: Linear Algebra (Under-graduate level)
  5. MA60049: Computational Statistics (Post-graduate level)
  6. MA60053: Computational Linear Algebra (Post-graduate level)
  7. MA60059: Advanced Numerical Analysis (Post-graduate level)
  8. MA60056: Regression and Time Series Models (Post-graduate level)
  9. MA60213: Convex Optimization (Post-graduate level)
  10. AI61003: Linear Algebra for AI and ML (Post-graduate level)

Courses taught at University of Alberta

    ChE674: Numerical methods for engineers (Post-graduate level)