Taking an online course in Calculus, especially for beginners, is generally discouraged. The consensus highlights that while online courses may offer convenience and ease in passing, they often lack depth in teaching core concepts, which are crucial for future studies in fields like engineering and medicine. The discussion emphasizes that unless a student is exceptionally gifted in math, online formats may not provide the necessary understanding needed for success in advanced mathematics.