Classification is one of the most crucial techniques in machine learning, where the goal is to predict the category or class of new data points based on past data. Whether distinguishing spam from legitimate emails, diagnosing diseases from medical data, or identifying objects in images, Classification Techniques play a pivotal role in making accurate and automated decisions.