American University of Beirut

Program Learning Outcomes

By the end of a BS/BA in Mathematics and Applied Mathematics, students should be able to:

  • Communicate mathematical concepts orally and in writing.
  • Carry out significant mathematical computations in algebra, analysis, and geometry.
  • State theorems and give examples where they are used.
  • Develop clear, organized, and rigorous mathematical proofs.
  • Define and give good concrete examples of the mathematical structures like vector space, group, ring, etc..


By the end of a BS/BA in Statistics, students should be able to:

  • Carry out statistical reasoning using inferential methods.
  • Apply appropriate methods of statistical modeling to various types of data.
  • Carry out statistical computing and analysis using numerical tool.
  • Interpret and communicate the results of a statistical data analysis.
  • Understand the mathematical foundations of Probability and Statistics.


By the end of a MS in Mathematics, students should be able to:

  • Research Methods: Analyze qualitative and/or quantitative information while conducting research related to their graduate program.
  • Advanced Core Knowledge in the Discipline: Analyze core concepts, research and theories in different areas of study in their discipline.
  • Scholarly Communication Skills: Demonstrate scholarly communication skills in clear, detailed and well-structured scientific written and oral formats consistent with high standards of their discipline.

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