The purpose of the free throw line in basketball is to provide a designated area for players to take free throws after certain fouls. Players aim to score points unopposed from this line, which is located 15 feet from the backboard. This opportunity can significantly impact the game, making it essential for players to develop accuracy and confidence in their shooting.