Exponentials and logarithms are crucial topics covered in the STEP (Sixth Term Examination Paper) mathematics exams. Exponentials involve expressions where numbers are raised to a power, while logarithms are their inverses. Both concepts are essential for solving various complex mathematical problems in STEP.