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From Data to Decisions: Making Predictions with AI

This course is part of From Data To Decision With AI.

This course provides an applied introduction to bivariate and multiple regression with a focus on using generative AI as an analytical partner. Students will learn how to effectively structure research questions, execute regression models with AI assistance, and interpret key statistical outputs including coefficients and R-squared values. The curriculum emphasizes practical applications, teaching students to leverage AI tools for streamlining complex analyses and enhancing prediction accuracy. Through hands-on assignments, learners will develop skills in predicting outcomes from data and clearly communicating insights derived from regression models. The course is particularly valuable for professionals seeking to make data-driven decisions in real-world contexts. Those with limited data analysis experience are advised to first complete the prerequisite courses in the specialization for better preparation.

Instructors:

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From Data to Decisions: Making Predictions with AI

This course includes

1 Hour

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

Free course

What you'll learn

  • Learn how to structure effective research questions for regression analysis

  • Use AI tools to conduct bivariate and multiple regression

  • Interpret regression coefficients and understand their practical meaning

  • Evaluate model fit using R-squared and other statistical measures

  • Create and interpret data visualizations for regression results

  • Communicate regression findings effectively to non-technical audiences

Skills you'll gain

Regression Analysis
Data Science
Predictive Modeling
AI-Assisted Analysis
Statistical Interpretation
Data Visualization
Bivariate Regression
Multiple Regression

This course includes:

30 Minutes PreRecorded video

4 assignments, 1 peer review

Access on Mobile, Tablet, Desktop

FullTime access

Shareable certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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Certificate

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There is 1 module in this course

This course focuses on applying regression analysis techniques with AI assistance to make accurate predictions from data. Students learn both bivariate and multiple regression approaches, with particular emphasis on using generative AI as a partner to streamline the analytical process. The curriculum covers structuring effective research questions, executing regression models, and interpreting key statistical outputs like coefficients and R-squared values. Through practical applications and guided exercises, learners develop skills in using AI tools to predict outcomes and clearly communicate data-driven insights in real-world contexts. The course is particularly valuable for professionals who need to make evidence-based decisions but may not be statistical experts.

Understanding Bivariate and Multiple Regression

Module 1 · 1 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: From Data To Decision With AI

Instructor

William Doyle
William Doyle

731 Students

3 Courses

Department Chair, Department of Leadership, Policy, and Organizations

Will Doyle is a professor of public policy and higher education in the department of Leadership, Policy and Organizations at Peabody College of Vanderbilt University. Doyle serves as Editor-in-Chief of Research in Higher Education. His research includes evaluating the impact of higher education policy, the antecedents and outcomes of higher education policy at the state level and the study of political behavior as it affects higher education. Prior to joining the faculty at Vanderbilt, he was Senior Policy Analyst at the National Center for Public Policy and Higher Education. Doyle received a Master’s degree in Political Science and a PhD in Higher Education Administration from Stanford University in 2004. Doyle's recent work has explored the link between geographic opportunity for higher education and its impact on both earnings and civic outcomes. His recent policy-related work has examined the status of college affordability in every sector of higher education in all 50 states.

From Data to Decisions: Making Predictions with AI

This course includes

1 Hour

Of Self-paced video lessons

Intermediate Level

Completion Certificate

awarded on course completion

Free course

Testimonials

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Frequently asked questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.