This is an easy and well written tutorial for those who want to get a basic understanding of maximum likelihood estimation. Enjoy !

Tutorial on maximum likelihood estimation

Here are some additional papers

http://cseweb.ucsd.edu/~elkan/250B/logreg.pdf