An algorithm is a detailed sequence of steps to solve a problem, while a flowchart is the graphical representation of an algorithm. The document provides an example algorithm to determine a student's grade and whether it is passing or failing. It takes four marks as input, calculates the average, and prints "PASS" if the average is above 50 or "FAIL" otherwise. A flowchart is also presented to visually depict the algorithm's logic flow.