Computer arithmetic is the branch of computer science that deals with the design and implementation of algorithms for the high-speed processing of numerical data. It underpins the functionality of digital computers, enabling tasks like addition, multiplication, and division, both with integers and floating-point numbers, to be executed efficiently and accurately.