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.
涵盖的内容
6个视频4个作业1次同伴评审
显示有关单元内容的信息
6个视频•总计30分钟
New Video•2分钟
Prompts for Bivariate Regression•7分钟
Prompts to Calculate Conditional Means•4分钟
Multiple Regression•10分钟
Prompts for Graphics for Bivariate Regression•5分钟
Thank You•2分钟
4个作业•总计75分钟
Practice Quiz: Bivariate Regression Concepts•20分钟
Crafting prompts for bivariate regression•10分钟
Quiz: Multiple Regression Concepts•30分钟
Crafting prompts for multiple regression•15分钟
1次同伴评审
Hands-On Assignment: Predicting Sales with Regression•0分钟
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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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.