At the age of eleven, I began Euclid, with my brother as my tutor. This was one of the great events of my life, as dazzling as first love. -- Bertrand Russell

A few intrigering facts about retina extracted from Masland RH (2001). The fundamental plan of the retina. Nat. Neurosci. 4 (9): 877–86

HW1, Decision Trees and Information Theory, solution

HW2, Multiclass Classiﬁcation, solution

HW3, Linear regression, and bias-variance trade-off, solution

HW4, Learning Theory , solution

HW5, AdaBoost, solution

recitation, Linear Algebra and Matlab

recitation, Expectation-Maximization

recitation, Computational Learning Theory

recitation, Boosting