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

Permanent Courses

ANTH 113 QR: Introduction to Semantics 3
CEMS 033 QR:SU: Sustainable Energy Srcs 3
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 228 QR: Human-Computer Interaction 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
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
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 0,3
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 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 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