An algorithm is a sequence of steps to solve a problem. There are four main types of algorithms: divide and conquer, greedy method, branch and bound, and recursion. Pseudocode is a language used to describe algorithms, comprising elements like variable declaration, assignment, procedure calls, input/output, and constants. Examples provide pseudocode to find the sum of two numbers, reverse a number, and calculate the sum of the first n factorial terms.