‘A Different Perspective’ offers an immersive journey that transcends traditional Mathematics education, fostering a profound appreciation for the subject’s beauty, relevance, and analytical prowess. We will delve into the remarkable history of Mathematics as well as form a deep relationship between mathematical theories and application via the incorporation of real-world examples. Not only that, we will also provide analysis of fascinating questions from various Secondary Schools, Junior Colleges and Mathematical Olympiad competitions. Through this, we hope that the reader has a shift in perspective and develops some intuition to solve such non-routine problems. Be prepared for a rigorous definition of Mathematics!