Regression Analysis is a statistical technique used to model and examine the relationship between a dependent variable and one or more independent variables. It helps predict the dependent variable's values based on independent variables, identify the strength and nature of these relationships, and facilitate decision-making across fields like economics, engineering, and social sciences.