Learn Regression Analysis

1What is Regression Analysis?
2What is the need to use Regression?
3Types of Regressions
4Applications of Regression
5Regression PracticePractice your python code in dedicated Jupyter notebook

1. What is Regression Analysis?

A technique for determining the statistical relationship between two or more variables where a change in a dependent variable is associated with, and depends on, a change in one or more independent variables. Regression analysis is a form of predictive modeling technique which investigates the relationship between a dependent (target) and independent variable(s) (predictor). This technique is used for forecasting, time series modeling and finding the causal effect relationship between the variables. For example, impacts of weight and gender on height is best studied through regression.

Analyzing the impacting of weight and gender on height by using Regression.
Scatter plot of Height  vs Weight by Gender using Regression
Regression analysis is an important tool for modeling and analyzing data.

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