Statistical Analysis and Modeling in R: Performing Regression Analysis

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“Regression models are used to predict continuous values and are some of the most commonly used machine learning models.

Use this course to grasp what exactly machine learning (ML) algorithms are and how you can use ML models to predict outcomes based on input data.

Learn how regression models work trAIn them and evaluate regression results using metrics such as R2 and RMSE. Perform regression analysis in R using the ordinary least squares regression. Build models using simple and multiple regression and trAIn a regression model using cross-validation.

Upon completing this course you ll be able to perform regression to predict continuous values and evaluate these models using metrics such as the R2 and adjusted R2. “