Responding to the industry need for professionals to employ data-driven decision-making, educational institutions offer courses in business analytics (BA). Since BA professionals require a unique set of skills different from those found in specific business disciplines, a pedagogical framework to impart such knowledge and skills was developed. The framework encompasses multiple stages related to data - acquisition, preparation, analysis, visualization, and interpretation - and provides an end-to-end learning experience for students. It enables students to gain related knowledge and skills including Python scripting, data cleansing, statistical modeling, visualization, and interpretation, which provide a solid foundation for professional endeavors in BA. [ABSTRACT FROM AUTHOR] Copyright of Journal of Information Systems Education is the property of Journal of Information Systems Education and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)