Quantitative Reasoning Courses
All undergraduate degree students matriculating in Fall 2017 or later must meet a General Education requirement in quantitative reasoning. To meet this requirement, students must complete a course, curriculum, or co-curriculum prior to graduation that has been approved by the Faculty Senate's Quantitative Reasoning Curriculum Review Committee.
The following special topics courses and permanent courses meet the quantitative reasoning requirement.
Special Topics Courses
HCOL 086 - when the topic is Knowledge and the Age of Big Data, or Introduction to Semantics
Permanent Courses
| Code | Title | Hours |
|---|---|---|
| CS 008 | QR: Intro to Web Site Dev | 0,3 |
| CS 020 | QR: Programming for Engineers | 0,3 |
| CS 021 | QR: Computer Programming I | 0,3 |
| CS 064 | QR: Discrete Structures | 3 |
| CS 087 | QR: Intro to Data Science | 3 |
| CS 106 | QR:Embedded Programming in C | 2-3 |
| CS 110 | QR: Intermediate Programming | 0,4 |
| CS 120 | QR: Advanced Programming | 3 |
| CS 121 | QR: Computer Organization | 0,3 |
| CS 124 | QR: Data Struc & Algorithms | 3 |
| CS 125 | QR: Computability& Complexity | 3 |
| CS 142 | QR: Advanced Web Design | 0-3 |
| CS 145 | QR:Web Client Programming | 3 |
| CS 148 | QR: Database Design for Web | 0,3 |
| CS 166 | QR: Cybersecurity Principles | 3 |
| CS 187 | QR:Basics of Data Science | 3 |
| CS 201 | QR: Operating Systems | 0,3 |
| CS 204 | QR: Database Systems | 3 |
| CS 205 | QR: Software Engineering | 3 |
| CS 206 | QR: Evolutionary Robotics | 3 |
| CS 222 | QR: Computer Architecture | 3 |
| CS 224 | QR:Algorithm Design & Analysis | 3 |
| CS 225 | QR: Programming Languages | 3 |
| CS 226 | QR:Software Verification | 3 |
| CS 237 | QR:Intro to Numerical Analysis | 3 |
| CS 243 | QR: Theory of Computation | 3 |
| CS 253 | QR:Reinforcement Learning | 3 |
| CS 254 | QR: Machine Learning | 3 |
| CS 265 | QR: Computer Networks | 3 |
| CS 266 | QR:Network Secrty&Cryptography | 3 |
| CS 275 | QR:Mobile App Development | 3 |
| CS 287 | QR: Data Science I | 3 |
| CS 288 | QR: Statistical Learning | 3 |
| CSYS 266 | QR:Chaos,Fractals&Dynmcal Syst | 3 |
| CSYS 287 | QR: Data Science I | 3 |
| EC 170 | QR:Economic Methods | 3 |
| EC 200 | QR:Econometrics &Applications | 3 |
| EC 202 | QR: Economic Forecasting | 3 |
| EC 222 | QR: Adv Macroeconomic Theory | 3 |
| EDHI 003 | QR:Data Ltrcy to PromoteChange | 3 |
| EDSC 157 | QR:Intro to Teaching Math | 3 |
| EDSC 257 | QR:Tchg Math in Sec Schls | 3 |
| EE 106 | QR:Embedded Programming in C | 2-3 |
| LING 075 | QR:Math Foundations of Lang | 3 |
| MATH 009 | QR: College Algebra | 3 |
| MATH 010 | QR: Pre-Calculus Mathematics | 3 |
| MATH 015 | QR: Elementary School Math | 3 |
| MATH 016 | QR:Fund Cncpts Elm School Math | 3 |
| MATH 017 | QR:Applications of Finite Math | 3 |
| MATH 018 | QR: Basic Mathematics | 3 |
| MATH 019 | QR: Fundamentals of Calculus I | 3 |
| MATH 020 | QR:Fundamentals of Calculus II | 3 |
| MATH 021 | QR: Calculus I | 4 |
| MATH 022 | QR: Calculus II | 4 |
| MATH 023 | QR: Transitional Calculus | 5 |
| MATH 030 | QR: Algebra for Educators | 3 |
| MATH 052 | QR:Fundamentals of Mathematics | 3 |
| MATH 121 | QR: Calculus III | 4 |
| MATH 122 | QR: Applied Linear Algebra | 3 |
| MATH 124 | QR: Linear Algebra | 3 |
| MATH 141 | QR:Real Anlys in One Variable | 3 |
| MATH 151 | QR: Groups and Rings | 3 |
| MATH 166 | QR: Intro to Complex Systems | 3 |
| MATH 173 | QR: Basic Combinatorial Theory | 3 |
| MATH 183 | QR: Fndmntls of Financial Math | 3 |
| MATH 230 | QR:Ordinary Diffrntl Equation | 3 |
| MATH 235 | QR:Mathematical Models&Anlysis | 3 |
| MATH 237 | QR:Intro to Numerical Analysis | 3 |
| MATH 241 | QR:Anyl in Several Real Vars I | 3 |
| MATH 242 | QR:Anyl Several Real Vrbes II | 3 |
| MATH 247 | QR:Complex Analysis | 3 |
| MATH 251 | QR: Abstract Algebra I | 3 |
| MATH 252 | QR: Abstract Algebra II | 3 |
| MATH 254 | QR: Topology | 3 |
| MATH 255 | QR:Elementary Number Theory | 3 |
| MATH 259 | QR: Cryptography | 3 |
| MATH 260 | QR: Foundations of Geometry | 3 |
| MATH 266 | QR:Chaos,Fractals&Dynmcal Syst | 3 |
| MATH 268 | QR:Mathematical Biology&Ecol | 3 |
| MATH 271 | QR:Adv Engineering Mathematics | 3 |
| MATH 273 | QR:Combinatorial Graph Theory | 3 |
| ME 265 | QR: Integrated Product Dev | 3 |
| MMG 232 | QR: Advanced Bioinformatics | 3 |
| PBIO 294 | QR:Ecological Modeling | 3 |
| PHIL 013 | QR: Introduction to Logic | 3 |
| SOC 157 | QR:Population Health Research | 3 |
| STAT 051 | QR:Probability With Statistics | 3 |
| STAT 052 | D2:QR: Stat & Social Justice | 3 |
| STAT 087 | QR: Intro to Data Science | 3 |
| STAT 111 | QR: Elements of Statistics | 3 |
| STAT 141 | QR:Basic Statistical Methods 1 | 3 |
| STAT 143 | QR: Statistics for Engineering | 3 |
| STAT 151 | QR: Applied Probability | 3 |
| STAT 183 | QR:Basic Statistical Methods 2 | 3 |
| STAT 187 | QR: Basics of Data Science | 3 |
| STAT 200 | QR: Med Biostat&Epidemiology | 3 |
| STAT 201 | QR:Stat Computing&Data Anlysis | 3 |
| STAT 211 | QR: Statistical Methods I | 3 |
| STAT 221 | QR: Statistical Methods II | 3 |
| STAT 223 | QR:Appld Multivariate Analysis | 3 |
| STAT 224 | QR:Stats for Qualty&Productvty | 3 |
| STAT 229 | QR:Survivl/Logistic Regression | 3 |
| STAT 231 | QR: Experimental Design | 3 |
| STAT 235 | QR: Categorical Data Analysis | 3 |
| STAT 241 | QR: Statistical Inference | 3 |
| STAT 251 | QR: Probability Theory | 3 |
| STAT 253 | QR:Appl Time Series&Forecastng | 3 |
| STAT 261 | QR: Statistical Theory | 3 |
| STAT 287 | QR: Data Science I | 3 |
| STAT 288 | QR: Statistical Learning | 3 |