Logistic Regression in Machine Learning (from Scratch !!)

In this blog post, I would like to continue my series on "building from scratch." I will discuss a linear classifier called Logistic Regression. After the discussion of the theoretical concepts we will dive into the code. So, without a further adieu let's start the discussion with the basics of a classifier. A classifier is an estimator that assigns a class label to the input data point.