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There is 1 module in this course
This course provides an applied introduction to bivariate and multiple regression, focusing on how generative AI can be used as a partner to streamline analysis and enhance prediction accuracy. Students will learn how to structure research questions, run regression models using AI tools, and interpret key outputs like coefficients and R-squared values. Emphasis is placed on practical applications, with generative AI guiding both the execution of the analysis and the explanation of results. By the end of the course, students will be able to leverage AI to predict outcomes and clearly communicate data-driven insights in real-world contexts.
If you have little experience with data analysis, we recommend starting with From Data to Decisions: Getting Started with AI and From Data to Decisions: Finding Patterns with AI to better prepare for this course.
What's included
6 videos4 assignments1 peer review
Show info about module content
6 videos•Total 30 minutes
New Video•2 minutes
Prompts for Bivariate Regression•7 minutes
Prompts to Calculate Conditional Means•4 minutes
Multiple Regression•10 minutes
Prompts for Graphics for Bivariate Regression•5 minutes
Thank You•2 minutes
4 assignments•Total 75 minutes
Practice Quiz: Bivariate Regression Concepts•20 minutes
Crafting prompts for bivariate regression•10 minutes
Quiz: Multiple Regression Concepts•30 minutes
Crafting prompts for multiple regression•15 minutes
1 peer review
Hands-On Assignment: Predicting Sales with Regression•0 minutes
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Vanderbilt University, located in Nashville, Tenn., is a private research university and medical center offering a full-range of undergraduate, graduate and professional degrees.
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To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
What will I get if I subscribe to this Specialization?
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.