Excellent Fourier Transform Book
A generally excellent book, and, incidentally the one recommended by Osgood in his YouTube course.
The level is about the advanced undergrad and beginning graduate student and it includes topics such as multidimensional integrals but little coverage of the FFT and a rigorous treatment of the delta function. If you are looking for a "first" Fourier book, this is probably it.