Academic Catalog

2024-2025

Master of Science Computational and Applied Mathematics with a Concentration in Mathematics of Data Science (MS)

The M.S. candidate must complete a minimum of 36 normal credit hours of course work designed to fulfill an option in either applied mathematics, statistics or biostatistics.  Each option includes 18 credit hours of Core Courses.  With approval of the graduate program director, up to six of the 36 credits may be chosen from a field of application (e.g. oceanography, ecosystem analysis, computer science, economics, health sciences, operations research, physics and engineering mechanics) in which the student applies analytical and numerical techniques to another discipline. All programs of study must be approved by the graduate program director, and substitutions may be made only with their approval.

Concentrations

  • Applied Mathematics: Students electing the concentration in Applied Mathematics will pursue course work in advanced mathematical analysis, differential equations, numerical methods, transform methods and data science.  They will take electives in other methods of applied mathematics, or in an application area.  A Master’s Project will bring them in contact with the research frontier.
  • Statistics: Students electing the concentration in Statistics will pursue course work in mathematical statistics, advanced regression analysis including responses surfaces, factorial designs, time series, advanced statistical computing. They will take electives in other areas of statistics and biostatistics. A Modeling Project involving statistical analysis of real-life data is required. 
  • Biostatistics Concentration: Students electing the concentration in Biostatistics will pursue course work in mathematical statistics, and biostatistical methods including survival analysis, clinical trials, categorical and longitudinal data analysis. They will take electives in other areas of statistics and biostatistics. A Modeling Project involving statistical analysis of biomedical or health care data is required.
  • Mathematics of Data Science: Students electing the concentration in Mathematics of Data Science will pursue course work in data science including mathematical statistics, regression and time series analysis, mathematical foundation of machine learning and genome data science. A Master’s Project will bring them in contact to the real world applications.