K-Means Clustering Project -- Banknote Authentication

Have you ever been in a situation where you were handing money to the clerks at a supermarket only to find that the money is fake while there was a long line of people behind you waiting to check out? I personally had experienced this situation one time and that embarrassment of being assumed to be an immoral cheapskate just stuck in my head for a long time. This motivated me to conduct this project, building a K-Means Clustering model to detect if a banknote is real or fake. This dataset is about distinguishing genuine and forged banknotes. Data were extracted from images that were taken from genuine and forged banknote-like specimens.