Physics 568, Spring 2017

Large Scale Data Analysis for Physics and Astronomy

Homework assignments

Homeworks will be assigned approximately once every 2 week. You are allowed, even encouraged, to discuss assignments, but you are to understand the answers fully and write up homework answers/codes individually.

I will post the solutions on the web.

Number Date Due Item Assignment Solution
1 Feb. 22 Probability, Overfitting, Complexity, Monte Carlo Problem Set 1 Solution
2 Mar. 22 Information Theory, MLE Problem Set 2 Solution
3 Apr. 19 Goodness of fit, Linear regression Problem Set 3 Solution
3 May 1 Logistic regression, SVM Problem Set 4, spamData.mat Solution