CSC 311 -- Tutorial Slides

Tutorial 1: Review of Probability    Reading: mathematical background

Tutorial 2:

• Review of Linear Algebra  (first 14 slides only)

• Review of Partial Derivatives

Tutorial 3: Optimization

Tutorial 4: Convexity and Cross Validation

Supplementary Tutorial: Midterm Review

Tutorial 5: Post mortem of Assignment 1 and the midterm

Tutorial 6: Probabilistic Models

Tutorial 7: Principle Components Analysis    Web page: example of PCA

Tutorial 8: Clustering

Tutorial 9: Reinforcement Learning

Tutorial 10: Linear Algebra -- Part II

Tutorial 11: Ensembles