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All PMDSA and PhD Data Science - Straight PhD Track Applicants will be required to take the validation exam.
Other applicants may be required to take the validation exam depending on the evaluation of the admissions committee.
Please see the Application Schedule on this website for the date of the validation exam.
THE PMDSA AND PHD DATA SCIENCE VALIDATION EXAM HAS THREE SECTIONS:
Probability and Statistical Inference
Calculus and Matrix Algebra
Programming Aptitude
* PMDSA and PhD Data Science - Straight PhD Track applicants need to take all sections of the exam.
THE MASTER OF STATISTICS, MASTER OF SCIENCE IN STATISTICS AND PHD STATISTICS VALIDATION EXAM HAS TWO SECTIONS:
Probability and Statistical Inference
Calculus and Matrix Algebra
* Applicants may be required to take only one or both sections of the exam, depending on the evaluation of the admissions committee.
SCOPE OF THE VALIDATION EXAM
Probability and Statistical Inference STAT 195 Course Outline
Calculus and Matrix Algebra STAT 100 Course Outline
Programming Aptitude - (not language-specific) logic, algorithms, pseudo-codes, scenario-based problem solving
GUIDELINES
The guidelines for the 2026 Validation Exam will soon be posted here.