An algorithm is a sequence of instructions that can be followed to solve a problem or achieve some goal, similar to a program but without a specific programming language. Variables are used in algorithms and programs to represent values like numbers, letters, or words. Variables should be named in a clear way using words or alphanumeric combinations so that their meaning and purpose is understandable.