Python is a simple, energetic, and object-oriented programming language, broadly used for web application development. 90% of populace prefers Python over other scientific approaches because of its effortlessness, trustworthiness and easy interfacing nature.
In this digital world, a huge amount of data is generated every day in every field. Collecting and maintaining the Big Data is ineffectual until they are researched or analyzed properly to reveal patterns for helping businesses make wise decisions related to their growth
Suppose there are k many features or predictor variables x1, x2, x3, … , xk and a target variable y. Now we want to express y as a linear combination of those predictor variables. We have a vector of features/predictors
Regression is a procedure to determine the statistical connection between a dependent variable and one or more independent variables. The variation independent variable is related with the change in the independent variables. This can be broadly classified into two main types.1.Linear Regression, 2.Logistic Regression