Best electronics book for a physics graduate
Back in the day The Art of Electronics was popular with fellow physics students. One of the authors is a physicist.

It depends what you want to do. I just bought an Arduino, and am toying around with that. It turns out that I find lots of good information on the web. There are tutorials, videos, ebooks, datasheets, etc.