Regression Modeling in Practice

Overview

Explore the critical realm of Regression Modeling in Practice with our comprehensive course offered through Coursera by the University of Oxford. This in-depth program is designed for individuals eager to master the art of regression analysis, an indispensable tool in the arsenal of data analysis. Whether utilizing SAS or Python, participants will start their journey with linear regression, advancing to address the complexities when a linear relationship between two variables is not evident. The course is meticulously crafted to cover the examination of multiple predictors, identification of confounding variables - enhancing the narrative of your results, understanding the assumptions of regression analysis, interpreting regression coefficients, and employing regression diagnostic plots. These skills are crucial for evaluating the quality of your regression models effectively. Engage with a community of learners as you share your developed regression models and the insightful stories they reveal. Categories encompass Artificial Intelligence, Python, Data Analysis, Sass, Linear Regression, and Regression Analysis, making this course a perfect fit for aspiring data analysts and those interested in harnessing the power of data-driven decision-making.

Syllabus

Taught by

Jen Rose

Tags

united states