Can you recommend some good resources (books/videos/etc.) for studying RF Engineering and doing RF Research by oneself?

Assume beginner knowledge of relevant mathematics/electronics and good software skills.

Am interested in both the practical side (eg. build a SDR from components) and the theoretical side i.e. the Physics/Mathematics to explain it.