Teaching

Swanand R. Khare

NPTEL SWAYAM

Applied Linear Algebra in AI and ML Course Page.

Current Semester Teaching

  1. MA10001: Linear Algebra (Under-graduate level)
  2. MA10001: Linear and Nonlinear Programming

Courses taught at IIT Kharagpur

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

Courses taught at University of Alberta

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