Optimization and logistic regression. The slides are available here: http://www.cs.ubc.ca/~nando/340-2012/lectures.php This course was taught in 2012 at UBC ...
nando de freitas, machine learning, optimization, gradient descent, steepest descent, Newton's method, logistic regression, Bernoulli likelihood, sigmoid fun...