Regression Analysis Fundamentals (2026)

Learn how to use regression analysis to evaluate data points to help you better understand performance, make decisions, and much more.
Course details
Explore the basic elements of regression analysis, a critical skill in today's data-driven business environment. Learn about ordinary least squares and how to minimize errors when building data models. Discover the various regression types, including linear, multiple logistic, and more, and then choose the method that best fits your data. Gain hands-on experience with tools such as Excel, SPSS, Stata, and R, so you can run regressions efficiently and interpret the results with confidence. Translate complex statistical output into actionable insights for stakeholders, and differentiate between correlation and causation in data. Create compelling visuals, to ensure non-technical audiences can grasp your insights from your regression models. Develop narratives that connect your data findings to strategic business decisions. This course is ideal for professionals eager to enhance their data analysis skills and make informed, measurable decisions in their organizations. This course was created by Madecraft. We are pleased to host this training in our library.
Skills covered
Regression Analysis
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