This course is designed so that anyone who knows what (1/2 + 1/3) equal to can see many applications of "scary words" probability theory in the real world. We will talk about "how probability theory can make one really rich" and "how the media messes up with statistics". We'll also explore why understanding probability and statistics is essential in fields like medicine, psychology, and physics. Plus, we'll dive into intriguing discussions about what 'randomness' really means and the philosophy behind 'probability'. All what we provide is are different compared to what most educational institutions ever provide: we're not just about formulas and exams: we're about the 'whys' and 'hows'.