What are the key concepts covered in the lecture on quantum field theory?

The key concepts covered in a lecture on quantum field theory include the idea that particles are excitations of underlying fields, the concept of quantization of fields, the principles of symmetry and conservation laws, and the interactions between particles mediated by field exchanges.