Logistic regression is an essential tool used for predictive analysis and has been adopted by many organizations across multiple industries. It is a form of statistical modeling, which utilizes a linear combination of data points to create a mathematical model with two distinct outcomes: binary (true/false) or categorical (Yes/No).