The Lean Startup
by Eric Ries
Really loved this one. To me, this is the perfect companion to starting a small business. It is almost purely practical (my favourite type of business book) and approaches problems with a bottom-up methodology which seems very effective to me.
I'm yet to put this advice into practice but will certainly refer back to this book if I attempt to launch my own business.