Lecture Schedule

  • Jan 9: Administrivia and Course Overview. Slides

  • Jan 11: A Geometric View of Linear Algebra. Notes

  • Jan 13: – contd. –

  • Jan 16: No lecture (MLK Day)

  • Jan 18: No lecture (Work on Practice Problem 1 instead)

  • Jan 20: Classification: Nearest Neighbors. Notes

  • Jan 23: - contd. -

  • Jan 25: Decision Trees. Notes

  • Jan 27: - contd. -

  • Jan 30: - contd. -

  • Feb 1: - contd. -

  • Feb 3: - contd. -

  • Feb 6: Perceptron. Notes

  • Feb 8: Midterm

  • Feb 10:Perceptron contd.

  • Feb 13: - contd. -

  • Feb 15: No lecture

  • Feb 17: - contd. -

  • Feb 20: No lecture (President's Day)

  • Feb 22: Finish up Linear Classification. Notes Begin Kernels Notes

  • Feb 24: - contd. -

  • Feb 27:

  • Mar 1:

  • Mar 3:

  • Mar 6: Bias-Variance. Notes

  • Mar 8: Boosting. Notes

  • Mar 10:

  • Mar 13:Viola and Jones Notes Some tips on Practice of ML Notes

  • Mar 15:

  • Mar 17: