FWIW, I'm studying ML with Introduction to Statistical Learning, which was recommended to me by several people.

Personally I didn't enjoy Coursera's ML course (though I believe Ng is a great teacher) and dropped out, but I'm enjoying this book.

It's available as PDF for free:

http://www-bcf.usc.edu/~gareth/ISL/