Good books on electromagnetism for nonlinear optics

You cannot go wrong with Jackson's Classical electrodynamics. It's a classic, and it contains a broad variety of topics, even very advanced ones. It's a pretty mathematically heavy book, so before tackling it you should have a good understanding of complex, as well as real analysis. You can see the table of contents here.