Regression Analysis Fundamentals
With Madecraft
Liked by 67 users
Duration: 52m
Skill level: Intermediate
Released: 1/5/2026
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 you’ll gain
Earn a sharable certificate
Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.
-
Showcase on your LinkedIn profile under “Licenses and Certificate” section
-
Download or print out as PDF to share with others
-
Share as image online to demonstrate your skill
Meet the instructor
Learner reviews
-
Ebele Anto, MSc PH, BPharm, FPCPharm, PMP®
Ebele Anto, MSc PH, BPharm, FPCPharm, PMP®
PMP® Certified | Project Management | Regulatory Compliance & Inspections | Public Health | Policy Development | Clinical Trials | Good Clinical…
-
Gene Schmeling
Gene Schmeling
Experienced in data analysis, forecasting, and accounting, with a strong focus on accurate data pulls, reconciliations, and reporting that support…
-
Maureen Muiruri
Maureen Muiruri
🚦 Civil Engineer (Transport) | iRAP Accredited | Road Safety & Traffic Engineering | Sustainable Mobility Advocate
Contents
What’s included
- Practice while you learn 1 exercise file
- Learn on the go Access on tablet and phone
Download courses
Use your iOS or Android LinkedIn Learning app, and watch courses on your mobile device without an internet connection.