Arithmetic operations with complex numbers involve manipulating numbers in the form of a+bi, where 'a' and 'b' are real numbers and 'i' is the imaginary unit. These operations extend familiar arithmetic to the complex plane, allowing addition, subtraction, multiplication, and division while considering both real and imaginary components.