Mathematical Analytics & Operations Research, Bachelor of Science College of Letters & Science

The Major Programs

Mathematics is the study of abstract structures, space, change, and the interrelations of these concepts. It also is the language of the exact sciences.

The Program

After completing basic introductory courses such as calculus and linear algebra, students plan an upper division program in consultation with a faculty advisor. Upper division courses include real analysis, probability, modern algebra, as well as a variety of other courses that allow students to further mathematical knowledge and skills that feature their research or career interests. This individualized program can lead to graduate study in pure or applied mathematics, elementary or secondary level teaching, or to other professional goals. It can also reflect a special interest such as computational and applied mathematics, computer science, or statistics, or may be combined with a major in some other field.

Career Alternatives

A degree in mathematics provides entry to many careers in industry in addition to teaching. For instance, operations research, data analysis, systems analysis, computing, actuarial work, insurance, and financial services are only a few such careers. Mathematics is also a sound basis for graduate work in a variety of fields, such as law, engineering, and economics.

Major Advisors

For a current list of faculty and staff advisors, see Math Department Advising or contact Student Services.

Mathematics Placement Requirement

Students who wish to enroll in MAT 012, MAT 017A, MAT 019AMAT 021A, MAT 021AH, and MAT 021M must satisfy the mathematics placement requirement by taking an online exam. Students who do not satisfy the requirement will be administratively dropped from these courses. For more information, including preparation tips and how to access the online exam, please see Math Placement Requirement (MPR), well in advance of enrolling.

Department Honors

Students who meet the minimum GPA requirement for honors at graduation for the College of Letters & Science and who complete a senior project as part of MAT 194 or MAT 199 units in consultation with their faculty advisor may also be recommended by the department for graduation with High Honors or Highest Honors. Recommendations will be based on evaluations of students' academic achievements in their major and the quality of their senior project. For complete details, see Honors & Awards.

Graduate Study

The Department offers programs of study and research leading to M.A. and Ph.D. degrees in Mathematics. Information regarding graduate study may be obtained by consulting our website or contacting Student Services.

The major requirements below are in addition to meeting University Degree Requirements & College Degree Requirements; unless otherwise noted. The minimum number of units required for the Mathematical Analytics & Operations Research Bachelor of Science is 94.

Preparatory Subject Matter
MAT 021ACalculus4
MAT 021BCalculus4
MAT 021CCalculus4
MAT 021DVector Analysis4
Linear Algebra & Proof-Writing
Choose one option:4-8
Linear Algebra
Introduction to Abstract Mathematics
Linear Algebra with Applications to Biology
Introduction to Abstract Mathematics
Modern Linear Algebra
Linear Algebra Computer Laboratory
Equivalent MATLAB knowledge. 1
Differential Equations3-4
Differential Equations with Applications to Biology
Differential Equations
ECS 032AIntroduction to Programming4
or ENG 006 Engineering Problem Solving
ECN 001APrinciples of Microeconomics4
or ECN 001AV Principles of Microeconomics
or ECN 001AY Principles of Microeconomics
ECN 001BPrinciples of Macroeconomics4
or ECN 001BV Principles of Macroeconomics
STA 032Gateway to Statistical Data Science4
or STA 100 Applied Statistics for Biological Sciences
Preparatory Subject Matter Subtotal39-45
Depth Subject Matter
A. Core Courses
MAT 127AReal Analysis4
MAT 127BReal Analysis4
MAT 127CReal Analysis4
MAT 135AProbability4
MAT 135BStochastic Processes4
MAT 150AModern Algebra4
MAT 168Optimization4
MAT 170Mathematics for Data Analytics & Decision Making 24
Choose one:4
Numerical Analysis
Numerical Analysis in Solution of Equations
Numerical Analysis in Differential Equations
B. Enrichment Courses
1. Enrichment A
Choose two:8
Introduction to Mathematical Statistics
Introduction to Mathematical Statistics
Applied Time Series Analysis
Fundamentals of Statistical Data Science
Data & Web Technologies for Data Analysis
Big Data & High Performance Statistical Computing
2. Enrichment B
Choose two:8
Intermediate Micro Theory: Consumer & Producer Theory
Intermediate Microeconomics: Theory of Production & Consumption
Intermediate Micro Theory: Imperfect Competition & Market Failure
Intermediate Microeconomics: Imperfect Competition, Markets & Welfare Economics
Industrial Organization
Industrial Organization
Theory of Games & Strategic Behavior
Financial Economics
Operations Research & Management Science
Introduction to Mathematical Economics
Analysis for Operations & Production Management
C. Capstone Course
Choose one:3-4
Number Theory
Partial Differential Equations: Eigenfunction Expansions
Ordinary Differential Equations
Stochastic Processes
Algebraic Combinatorics
Modern Algebra
Modern Algebra
Special Topics
Complex Analysis
Advanced Problem Solving
Internship in Applied Mathematics (Must take 3 units.)
Undergraduate Thesis
Depth Subject Matter Subtotal55-56
Total Units94-101

Note: Basic knowledge of MATLAB is required for both MAT 022A and MAT 067. Students can learn it on their own, enroll in ENG 006, or in the 1 unit course MAT 022AL (can be taken concurrently).


Please note that MAT 170 has a prerequisite of MAT 167, or MAT 128B, or ECS 130. MAT 167 or MAT 128B can be used to satisfy one of the two required Enrichment A courses.


Excluding MAT 180, core courses, and courses being used as a capstone.