The Confusion Behind Logistic Regression

Logistic Regression is the most confusing unsupervised Machine learning Algorithm. As it is a Classification type Algorithm, the word Regression in its naming often tends to confuse the newbies in the Data Science world. We know that Linear Regression is used to predict the output, which consists of continuous values. However, imagine a situation if we want to classify our continuous outputs into various classes. E.g., if we are data of marks of students and based on the percentage output, we want to classify whether it's pass or fail.