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

STAT 096 - when the topic is Statistics and Social Justice

Permanent Courses

ANTH 113 QR: Introduction to Semantics 3
BIOL 168 QR: Mathematics of Biology 3
BIOS 200 QR: Med Biostat&Epidemiology 3
BIOS 211 QR: Statistical Methods I 3
BIOS 221 QR: Statistical Methods II 3
BIOS 223 QR: Apld Multivariate Analysis 3
BIOS 229 QR: Survival/Logistic Regres 3
BIOS 235 QR: Categorical Data Analysis 3
BIOS 241 QR: Statistical Inference 3
BIOS 251 QR: Probability Theory 3
BIOS 261 QR: Statistical Theory 3
BSAD 293 QR: Integrated Product Dev 3
CS 008 QR: Intro to Web Site Dev 0,3
CS 014 QR: Visual Basic Programming 3
CS 020 QR: Programming for Engineers 0,3
CS 021 QR: Computer Programming I 0,3
CS 032 QR:Puzzles, Games & Algorithms 0,3
CS 064 QR: Discrete Structures 3
CS 087 QR: Intro to Data Science 3
CS 106 QR:Embedded Pgmg 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 128 QR:Probability Models & Infrnc 3
CS 142 QR: Advanced Web Design 0-3
CS 148 QR: Database Design for Web 0,3
CS 166 QR: Cybersecurity Principles 3
CS 189 QR: CS for Geospatial Tech 0,3
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 228 QR: Human-Computer Interaction 3
CS 231 QR: Programming for Bioinform 3
CS 232 QR: Methods in Bioinformatics 3
CS 237 QR:Intro to Numerical Analysis 3
CS 243 QR: Theory of Computation 3
CS 251 QR: Artificial Intelligence 3
CS 253 QR:Reinforcement Learning 3
CS 254 QR: Machine Learning 3
CS 256 QR: Neural Computation 3
CS 260 QR: Parallel Computing 3
CS 265 QR: Computer Networks 3
CS 266 QR:Network Secrty&Cryptography 3
CS 274 QR: Computer Graphics 3
CS 275 QR:Mobile Apps&Embdded Devices 3
CS 287 QR: Data Science I 3
CS 288 QR: Statistical Learning 3
CSYS 221 QR:Dtrministic Modls Oper Rsch 3
CSYS 251 QR: Artificial Intelligence 3
CSYS 253 QR:Apl Time Series&Forecasting 3
CSYS 256 QR: Neural Computation 3
CSYS 266 QR:Chaos,Fractals&Dynmcal Syst 3
CSYS 268 QR:Mathematical Biology&Ecol 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
ENGR 020 QR: Programming for Engineers 3
LING 163 QR:Introduction to Semantics 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 052 QR:Fundamentals of Mathematics 3
MATH 054 QR:Fund of Math of Computation 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 168 QR: Mathematics of Biology 0,3
MATH 173 QR: Basic Combinatorial Theory 3
MATH 183 QR: Fndmntls of Financial Math 3
MATH 207 QR: Probability Theory 3
MATH 221 QR:Detrministc Modls Oper Rsch 3
MATH 222 QR:Stochastic Models:Oper Rsch 3
MATH 230 QR:Ordinary Diffrntl Equation 3
MATH 235 QR:Mathematical Models&Anlysis 3
MATH 236 QR: Calculus of Variations 3
MATH 237 QR:Intro to Numerical Analysis 3
MATH 238 QR:Appld Computational Methods 3
MATH 240 QR:Fourier Series&Intgrl Trans 3
MATH 241 QR:Anyl in Several Real Vars I 3
MATH 242 QR:Anyl Several Real Vrbes II 3
MATH 251 QR: Abstract Algebra I 3
MATH 252 QR: Abstract Algebra II 3
MATH 255 QR:Elementary Number Theory 3
MATH 257 QR:Topics in Group Theory 3
MATH 259 QR: Cryptography 3
MATH 260 QR: Foundations of Geometry 3
MATH 264 QR: Vector Analysis 3
MATH 266 QR:Chaos,Fractals&Dynmcal Syst 3
MATH 268 QR:Mathematical Biology&Ecol 3
MATH 271 QR:Adv Engineering Mathematics 3
MATH 272 QR: Applied Analysis 3
MATH 273 QR:Combinatorial Graph Theory 3
MATH 274 QR:Numerical Linear Algebra 3
MMG 231 QR:Prgrmmng for Bioinformatics 3
MMG 232 QR:Methods in Bioinformatics 3
PHIL 013 QR: Introduction to Logic 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 153 QR: Prob & Stat for Cmptr Sci 3
STAT 183 QR:Basic Statistical Methods 2 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 225 QR:Applied Regression Analysis 3
STAT 229 QR:Survivl/Logistic Regression 3
STAT 231 QR: Experimental Design 3
STAT 233 QR: Survey Sampling 3
STAT 235 QR: Categorical Data Analysis 3
STAT 237 QR: Nonparametric Statis Mthd 3
STAT 241 QR: Statistical Inference 3
STAT 251 QR: Probability Theory 3
STAT 253 QR:Appl Time Series&Forecastng 3
STAT 256 QR: Neural Computation 3
STAT 261 QR: Statistical Theory 3
STAT 265 QR: Integrated Product Dev 3
STAT 287 QR: Data Science I 3
STAT 288 QR: Statistical Learning 3