“Big O Notation is a mathematical notation used to classify algorithms according to how their run time or space requirements grow as the input size grows.”
Big O is the question every interviewer asks and most production code never needs. It still matters the one time your list grows from a hundred items to a million. Constant beats linear beats quadratic. Learn that much and you can skip half the whiteboard theater.