This lecture covers the fundamentals of computer arithmetic with a focus on integers. It explains binary representation, sign and magnitude, two's complement, biased representation, overflow detection, and operations in MIPS. The lecture also delves into the concepts of logical and arithmetic shift right, as well as multiplication on MIPS.