Nov 04, 2024  
2024-2025 Graduate Catalog 
    
2024-2025 Graduate Catalog

Data Science, Ph.D.


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Admission Requirements

Applicants qualify for admission with an undergraduate or master’s degree in an engineering or mathematical field (including coursework mentioned below). Applicants from other fields qualify for consideration if they have successfully completed three semesters of calculus (through multivariate calculus), and one semester each of linear algebra and computer programming (or equivalent experience). The GRE graduate school admission test is optional. Applicants must have excellent English communication skills. If required, TOEFL English language proficiency test scores should be in accordance with the requirements specified by the Moody School of Graduate and Advanced Studies. See the Language Requirement section  of the Moody School catalog.

Degree Requirements

The Ph.D. in data science requires a minimum of 60 credit hours, no more than 12 of which may be dissertation credits. The program includes 10 core courses, two research rotations, and four electives, as specified below. Each rotation will count as a 3-hour, one-semester course. Students must complete a minimum of three years of graduate academic work, at least one of which is in full-time residence on the campus of SMU or at a research facility approved by the departmental faculty and the dean of the Moody School. In addition, students must pass the Comprehensive Exams, the Ph.D. Qualifying Exam, and the prospectus exam, and complete and defend a dissertation.

Required Courses (30 Credit Hours)


Elective Courses (12 Credit Hours)


The participating departments offer advanced elective courses each semester. Students complete the remaining required credit hours from among those courses or from approved courses offered in other departments at the University.

Data Science Electives


Application Electives


Research Rotations (6 Credit Hours)


Students must take two 3-credit hour research rotations, to be completed during the summer semesters after years one and two.

Comprehensive Exams


Students must pass a Comprehensive (Basic) Exam, typically at the end of the first year.

Ph.D. Qualifying Exam


This is a personalized exam that assesses the student’s readiness for research. It is typically taken before the end of the second year.

Prospectus Exam


Students present initial dissertation results and a proposal for the remainder of the dissertation.

Dissertation (0-12 Credit Hours)


Students must write and successfully defend a dissertation. While not required, students may choose to enroll in dissertation research courses, with no more than 12 credit hours counting toward the degree (STAT 8198 , STAT 8398 , STAT 8698 ).

Total: 60 Credit Hours


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