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Introduction to Logistic Regression

This post will cover the details of Logistic Regression and try to answer some of the basic questions that I faced while trying to learn it. Real World Problem:  Suppose we have data from Football WC scores. It shows how many goals were scored to win the match. Now we want to predict how many goals would be sufficient for the upcoming  What is a Logistic Regression: Logistic Regression is a statistical method which is used in machine learning to train models. It helps to identify the relationship between a dependent variable with an predictor variable.