In Python, exceptions are events that disrupt the normal execution flow of a program, often caused by code errors, invalid user input, device failures, or arithmetic errors. Exception handling is crucial for distinguishing between normal and erroneous outcomes, separating error-handling logic from main code, and ensuring stability in multi-threaded applications. Python provides mechanisms like try-except blocks to manage exceptions and handle different error types effectively.