The Math Behind Logistic Regression

Have you ever wondered how logistic regression works and how loss function is minimized by gradient descent? Have you ever wondered how logistic regression works and how loss function is minimized by gradient descent? This article is for you. Before starting with logistic regression, it is important to understand what is Supervised learning. Supervised learning is training the model on a dataset that contains a target(output) column.