Inside Pepperdine’s MSBA: Three Alumni Reflect on Learning and Career Growth
This article is based on interviews conducted in May 2022 with three students from the Master of Science in Business Analytics (MSBA) program at Pepperdine University’s Graziadio Business School. They share their experiences with the curriculum, skill development, campus resources, and career preparation.
Meet Three Pepperdine MSBA Alumni
Laurent: From Sports Management to Business Analytics
I’m Laurent, a graduate of the University of Oregon, where I majored in Sports Management.
Before joining Pepperdine’s MSBA program, I competed as a downhill mountain bike athlete and helped coordinate racing activities for a team. These experiences allowed me to develop skills in teamwork and project execution.
As I considered my long-term career development, I wanted to strengthen my capabilities in business analytics and data-driven decision-making. I chose the MSBA program to gain systematic training in analytical tools and business problem-solving methods while expanding my future career options.
Jacky: Combining Cross-Border E-Commerce with Data Analytics
I’m Jacky, a graduate of the University of California, Riverside.
Before entering Pepperdine’s MSBA program, I gained practical experience in cross-border e-commerce and operated as a seller on Amazon.
Through managing an actual business, I gradually recognized the importance of data analytics in commercial decision-making. Understanding customer behavior, evaluating markets, and improving operations all require a systematic, data-driven approach.
I therefore wanted to combine my previous business experience with stronger analytical skills through the MSBA program.
Lilith: Developing Transferable Skills Across Industries
I’m Lilith, a graduate of the University of California, Irvine.
Before joining the MSBA program, I had accumulated professional experience in several different fields. As my career developed, I wanted to improve my ability to understand business challenges and solve practical problems.
Pepperdine’s MSBA program became an important step in expanding my professional capabilities and preparing for new career opportunities.

Why We Chose Pepperdine’s MSBA Program
When evaluating graduate programs, the three of us looked beyond the university’s name. We focused on whether the program could genuinely strengthen our professional competitiveness.
Connecting Business Analytics with Practical Applications
One of the most appealing features of the Pepperdine Graziadio MSBA program was its emphasis on applying analytical skills in real business environments.
The curriculum helped us develop:
A business management perspective
Data analytics capabilities
The ability to use data to address practical business challenges
This combination is particularly valuable for students interested in careers such as data analytics, business consulting, and operations management.
Balancing Technical Skills with Business Thinking
During the MSBA program, we worked with a range of analytical tools, including:
Python
Structured Query Language (SQL)
Tableau
Statistical Package for the Social Sciences (SPSS)
Advanced data modeling in Microsoft Excel
Learning these tools helped us understand the data analysis process. More importantly, we learned how to interpret analytical results and apply them to business decisions.
Our Classroom Experience: Small Classes and Team-Based Learning
Pepperdine’s MSBA program follows a small-class teaching model.
One of the greatest benefits of this environment was the opportunity for meaningful interaction between students and professors. Classes extended beyond lectures and frequently included discussions of business cases and industry challenges.
Students were encouraged to ask questions, contribute ideas, and discuss different approaches with professors and classmates.
Building Professional Skills Through Teamwork
Many courses included team projects and group discussions.
Teamwork is an important part of the American business environment. Through collaborative assignments, we developed not only analytical knowledge but also practical skills in:
Communication
Coordination
Project management
Cross-cultural collaboration
For international students, these experiences also provided an effective way to become familiar with American academic and professional working styles.
The Pepperdine Campus Experience in Malibu
Pepperdine University is located in Malibu, Southern California. Its campus is surrounded by mountains and overlooks the Pacific Ocean.
For us, the campus provided a valuable environment for relaxation, conversation, and relationship-building outside the classroom.
Pepperdine is also located near the Greater Los Angeles area, which is home to a wide range of technology, finance, consumer goods, and entertainment companies. This location gave students opportunities to learn about different industries and expand their professional networks.
How the Career Center Supported Our Professional Development
Career support was another important part of the Pepperdine MSBA experience.
The Career Center offered services such as:
Résumé review and optimization
Career planning guidance
Mock interviews
LinkedIn profile development
Internship and full-time employment resources
These services helped students better understand the U.S. recruitment process and improve their overall career readiness.
The Long-Term Value of the Alumni Network
During our time at Pepperdine, we met classmates from a variety of academic, professional, and cultural backgrounds. These relationships gradually became part of our professional network.
The connections developed through classes, team projects, and alumni activities can continue to provide value long after graduation.
How the MSBA Program Supported Our Career Growth
For us, the value of Pepperdine’s MSBA program extended beyond earning a graduate degree. The program helped us establish a structured approach to solving business problems.
Through our studies, we developed:
A data-driven analytical mindset
A stronger understanding of business models
Practical skills in Python, SQL, Tableau, and other analytical tools
These capabilities helped us better understand how businesses operate and prepared us for careers such as Data Analyst and other analytics-related roles.
Advice for Future Pepperdine MSBA Students
Build a Foundation in Data Analytics Before Enrolling
Students without a background in computer science, mathematics, or data-related disciplines may benefit from becoming familiar with:
Basic Python syntax
Fundamental SQL operations
Microsoft Excel data analysis functions
Developing basic analytical skills before entering the program can make the transition into graduate-level coursework smoother.
Use Career Resources Proactively
Graduate students should not approach their studies passively.
We recommend actively using the services offered by the Career Center, participating in alumni events, and beginning career planning as early as possible.
Take Teamwork Seriously
Business school education places considerable emphasis on collaboration.
Rather than trying to complete everything independently, students should participate actively in team projects. These experiences help strengthen communication skills while creating valuable academic and professional relationships.
Maintain a Self-Directed Learning Mindset
The field of data analytics evolves quickly. Classroom instruction provides an important foundation, but students must also continue learning independently.
The ability to apply new knowledge and tools to real business problems is what ultimately turns academic learning into professional competitiveness.

Frequently Asked Questions
What academic backgrounds are suitable for Pepperdine’s MSBA program?
Pepperdine’s MSBA program welcomes students from a range of academic backgrounds, including the humanities, social sciences, business, science, and engineering.
Through applied coursework and team projects, students can gradually develop the business analytics skills required for the program.
Is Pepperdine’s MSBA program STEM-designated?
Yes. Pepperdine Graziadio Business School’s MSBA is a STEM-designated program.
Eligible international students may apply for an initial 12 months of Optional Practical Training (OPT) and, subject to applicable requirements, a 24-month STEM OPT extension, for up to 36 months of work authorization in total.
Can students without a computer science background study business analytics?
Yes. Although the curriculum involves tools such as Python, SQL, and Tableau, the program also emphasizes business applications and practical analytical skills.
Learning the fundamentals of programming and data analytics before enrolling can help students adapt more effectively.
What career services does Pepperdine provide?
The Career Center provides résumé support, career planning, mock interviews, LinkedIn guidance, and access to internship and full-time employment resources.
These services are designed to help students strengthen their career preparation and navigate the recruitment process.
How does Pepperdine’s location support career development?
Pepperdine is located in Malibu, near the Greater Los Angeles area and its major business and technology centers.
Southern California’s diverse industries provide students with opportunities to attend professional events, explore internships, and build industry connections.
How does the small-class environment benefit MSBA students?
Small classes allow students to interact more frequently with professors and receive greater attention during the learning process.
Team projects also help students develop collaborative skills and establish professional relationships that may continue beyond graduation.
Final Reflections
For all three of us, Pepperdine’s MSBA program was not simply about learning analytical tools. More importantly, it taught us how to use data to understand businesses, solve problems, and transform professional skills into career advantages.
Whether students are transitioning into business analytics from another academic discipline or seeking to strengthen their existing business experience, Pepperdine Graziadio Business School’s MSBA program offers a platform connecting academic learning, practical application, and career development.