Introduction to Binary Classification and Logistic Regression In the landscape of machine learning and data science, the ability to classify data into distinct categories is paramount. Binary classification, a cornerstone of supervised learning, addresses this need by categorizing data points into one of two possible classes. Its applications are vast and impactful, ranging from medical