


Offered by Ball State University
11 courses total (33 credits), 6-9 hours per week per course
$489 per credit, with pay-as-you-go tuition for each course
Degree admission is entirely performance-based
Lecture videos, hands-on projects, and connection with instructors and peers
Launch a career in data science with Ball State’s Master of Science in Data Science. This program is designed for professionals from a wide range of academic and career backgrounds. With performance-based admission, you can enroll in the MS-DS program without a specific bachelor's degree, GMAT/GRE scores, or prior work experience in the field. This removes traditional barriers, allowing you to develop in-demand skills through a hands-on, project-based curriculum where you will master data visualization, statistical methods, and machine learning.
The pathway to full admission is clear and transparent. You are fully admitted into the MS-DS program after successfully completing the first three courses with a cumulative GPA of 3.0 or higher. This unique approach allows you to demonstrate your readiness for graduate-level work while making meaningful progress toward your degree. After admission, you will continue to build expertise through advanced coursework and hands-on projects, developing practical skills that support your career growth in the evolving field of data science.
Enroll now or request more information.
Offered by Ball State University
11 courses total (33 credits), 6-9 hours per week per course
$489 per credit, with pay-as-you-go tuition for each course
Degree admission is entirely performance-based
Lecture videos, hands-on projects, and connection with instructors and peers
Offered by Ball State University
11 courses total (33 credits), 6-9 hours per week per course
$489 per credit, with pay-as-you-go tuition for each course
Degree admission is entirely performance-based
Lecture videos, hands-on projects, and connection with instructors and peers
Launch a career in data science with Ball State’s Master of Science in Data Science. This program is designed for professionals from a wide range of academic and career backgrounds. With performance-based admission, you can enroll in the MS-DS program without a specific bachelor's degree, GMAT/GRE scores, or prior work experience in the field. This removes traditional barriers, allowing you to develop in-demand skills through a hands-on, project-based curriculum where you will master data visualization, statistical methods, and machine learning.
The pathway to full admission is clear and transparent. You are fully admitted into the MS-DS program after successfully completing the first three courses with a cumulative GPA of 3.0 or higher. This unique approach allows you to demonstrate your readiness for graduate-level work while making meaningful progress toward your degree. After admission, you will continue to build expertise through advanced coursework and hands-on projects, developing practical skills that support your career growth in the evolving field of data science.
We’re glad that you’re interested in learning more about this degree’s admissions. Get started now!

We’re glad that you’re interested in learning more about this degree’s admissions. Get started now!


Not ready to commit to a full degree? Start with a course. When you complete eligible courses, you may be able to have your learning recognized for credit if you are admitted and enroll in the Master of Science in Data Science. Gain in-demand skills while building towards a degree.
Get started with one of these eligible courses and build your progress toward a future degree.
*Successful application and enrollment are required. Eligibility requirements apply. Each institution determines the number of credits recognized by completing this content that may count towards degree requirements, considering any existing credits you may have. Click on a specific course for more information.

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Ball State University offers a performance-based pathway for all learners for the Master of Science in Data Science. Get admitted based on your performance in approved courses - no application required.
Complete a 3-course pathway in programming, data science, and data visualization for credit. Achieve at least a cumulative 3.0 GPA and you’ll be admitted to the degree program.
*Eligibility requirements apply. Each institution determines the successful course completion required to qualify for performance-based admission. Review the admissions process for this degree program for more information. Click on a specific course for details.
![[Featured Image]: An NFT developer in a red ballcap focuses intently on their computer screen as they work on their current project.](https://d3njjcbhbojbot.cloudfront.net/api/utilities/v1/imageproxy/https://images.ctfassets.net/wp1lcwdav1p1/7IsO4X6E7C5U6dSRpG3EGp/d7d5be3cf71b379111b3f4935e3d310e/GettyImages-1217899937.jpg?auto=format%2Ccompress&dpr=2&blur=200&px=8&max-w=6339)
Don’t miss your chance to join the intake!
When you complete these programs, you may have learning recognized for credit toward this degree, if you are admitted and enroll.¹

IBM
Kickstart your career in artificial intelligence
Beginner · Professional Certificate

University of Michigan
Learn to Program and Analyze Data with Python
Beginner · Specialization

¹Successful application and enrollment are required. Eligibility requirements apply. Each institution determines the number of credits recognized by completing this content that may count towards degree requirements, considering any existing credits you may have. Click on a specific course for more information.
You earn the same Ball State University degree whether you study online or on campus. Your diploma does not indicate whether the degree was completed online or in Indiana.
Yes, Ball State is accredited by the Higher Learning Commission. Learn more.
Yes. You can preview four weeks of open course content before committing to the graded pathway course experience.
Many students take one or two courses at a time to balance work, study, and other responsibilities. Taking more than two courses is possible, but it is generally not recommended for students working full time.
Yes. Online students are encouraged to participate in Ball State University commencement ceremonies, which are held at the end of the fall, spring, and summer semesters. Spring commencement is also webcast for students who cannot travel.
Yes. Online students have access to many of the same resources and services as on-campus students, including library services, online tutoring, career services, and dedicated support from a Student Success Specialist.
No prior data science background is required. The program is designed for career switchers and learners from a wide range of academic and professional backgrounds, and admission is earned by successfully completing the three-course performance-based pathway.
The Student Success Specialist offers ongoing guidance from registration through graduation, helping students navigate university processes, identify useful resources, plan coursework, and build a successful online learning experience.
Individual Course Withdrawal: If you wish to withdraw from a course(s), but not all of the courses you registered for, you may be eligible for a reduction of your original tuition charges based on the below refund schedule:
Total Course Withdrawal: If you wish to withdraw from ALL of your courses here is the refund schedule:
If you are deciding between the two degrees, you can explore both through the pathway courses. The MS in Computer Science and MS in Data Science share two overlapping pathway courses, which allows you to test fit before choosing a program direction.
Don’t miss your chance to join the intake!