Vanderbilt University offers an intensive Master of Science in Data Science in Nashville. The 30-credit, in-person program takes 9 months and combines statistics, programming, machine learning, generative AI, deep learning, data systems, ethics, communication, and a capstone project.
Quick Facts
| School | Vanderbilt University |
| Location | Nashville, Tennessee |
| Degree | Master of Science in Data Science |
| Credits | 30 credits |
| Format | Campus / in person |
| Tuition | $72,570 published full tuition for 2025-26 |
| Length | 9 months |
| AI / ML Focus | Machine learning, generative AI, deep learning, algorithms, and big data |
Curriculum
Vanderbilt organizes the MS in Data Science around computation, data analysis, and professional practice. The 2026-27 plan of study includes Machine Learning, Generative AI Models in Theory & Practice, Deep Learning, Data Science Algorithms, Big Data Scaling, Data Management Systems, Probability & Statistical Inference, and Exploratory Data Analysis.
The curriculum also covers business foundations, data governance and ethical leadership, teamwork, and data storytelling. Students complete two electives and a capstone project. Introductory programming and probability/statistics courses in Mod 0 may be waived based on assessment results.
Credits and Program Length
The MS in Data Science requires 30 credits and is designed for completion in 9 months. Vanderbilt uses four short, intensive academic modules after its initial orientation and preparation period.
Tuition and Cost
Vanderbilt lists full tuition of $72,570 for the 2025-26 academic year. The flat tuition covers up to 33 credits, so the 30-credit degree falls within that amount. Published additional charges include a $676 student services fee, $882 student health fee, $100 transcript fee, and $4,314 health insurance for students who need the university plan. Tuition and fees can change each year.
The Data Science program offers a limited number of scholarships covering 25% to 100% of tuition for top incoming students. Applicants seeking general scholarship consideration must meet the priority deadline.
Admissions
Applicants need a four-year bachelor’s degree and a minimum 3.0 GPA. Vanderbilt expects evidence of programming ability, which applicants may show through academic coursework, online coursework, or professional experience. Students without formal preparation in programming, calculus, linear algebra, or statistics may use program boot camps to strengthen those skills.
The application requires transcripts, three recommendation letters, a statement of purpose, and a resume or CV. GRE and GMAT scores are optional. International applicants may also need transcript verification and proof of English proficiency. Vanderbilt does not charge an application fee for this program.
Machine Learning, AI, and Data Science Focus
This program is a strong fit for MastersInMachineLearning.org because machine learning and AI are central parts of the required curriculum. Students take Machine Learning, Generative AI Models in Theory & Practice, Deep Learning, and Data Science Algorithms rather than relying on a single AI elective.
The broader curriculum adds the statistical, programming, database, big-data, governance, and communication skills needed to build and evaluate data science systems. This makes Vanderbilt’s degree broader than a dedicated AI master’s while still providing substantial machine learning and modern AI coursework.
Campus Format
Vanderbilt describes the MS in Data Science as fully in person. Classes are held on the Nashville campus Monday through Thursday, generally between 8:00 a.m. and 5:45 p.m. The compressed 9-month schedule makes this a better match for students who can study full time than for students who need an online or part-time program.
Capstone and Applied Learning
Students complete and present a capstone project as part of the degree. The program also emphasizes reproducible programming, teamwork, communication, leadership, and practical data science skills. Approved electives can include internship or research experiences when available and appropriate.
Who Is This Program Best For?
- Students who want an intensive, full-time data science master’s that can be completed in 9 months.
- Applicants who want required coursework in machine learning, generative AI, deep learning, algorithms, statistics, and data systems.
- Students who prefer an in-person program in Nashville and can attend weekday classes.
- Career changers with some programming experience who may benefit from Vanderbilt’s preparatory boot camps.
Bottom Line
Vanderbilt’s MS in Data Science is one of the stronger Tennessee options for students who want a fast, campus-based degree with substantial machine learning and AI content. The 30-credit program packs machine learning, generative AI, deep learning, data engineering, statistics, ethics, and a capstone into 9 months. The main tradeoff is cost: published 2025-26 tuition is $72,570 before some fees and living expenses.
Related Programs
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