Courses
Browse courses for the 2024-2025 academic year that fulfill the QRD requirement.
Background photo of a professor teaching a QRD course.
Quantitative Reasoning with Data Courses
73 results found.
APCOMP 209A: Data Science 1: Introduction to Data Science
Pavlos Protopapas & Kevin RaderAPCOMP 209A | Fall 2025 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 9:00 AM – 10:15 AM
APCOMP 209B: Data Science 2: Advanced Topics in Data Science
Pavlos Protopapas & Kevin RaderAPCOMP 209B | Spring 2026 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 9:45 AM – 11:00 AM
APMTH 10: Computing with Python for Scientists and Engineers
Logan McCartyAPMTH 10 | Fall 2025 | Course Listing | Canvas Site
Tuesday & Thursday, 10:30 AM – 11:45 AM
APMTH 120: Applied Linear Algebra and Big Data
Eli TzipermanAPMTH 120 | Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 1:30 PM – 2:45 PM
APMTH 205: Advanced Scientific Computing: Numerical Methods
Nick TrefethenAPMTH 205 | Last taught Fall 2024
APMTH 207: Advanced Scientific Computing: Stochastic Methods for Data Analysis, Inference and Optimization
Petros KoumoutsakosAPMTH 207 | Fall 2025 | Course Listing | Canvas Site
Monday & Wednesday, 1:30 PM – 2:45 PM
APMTH 22A: Solving and Optimizing
Steven GortlerAPMTH 22A | Spring 2026 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 11:15 AM – 12:30 PM
APMTH 22B: Integrating and Approximating
APMTH 22B | Last taught Spring 2023APMTH 231: Decision Theory
Demba BaAPMTH 231 | Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 11:15 AM – 12:30 PM
APMTH 50: Introduction to Applied Mathematics
Cengiz PehlevanAPMTH 50 | Spring 2026 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 9:00 AM – 10:15 AM
APPHY 50A: Physics as a Foundation for Science and Engineering, Part I
Julia Mundy & Kelly MillerAPPHY 50A | Fall 2025 | Course Listing | Canvas Site
Tuesday & Thursday, 9:45 AM – 12:30 PM
ASTRON 2: Celestial Navigation
Philip SadlerASTRON 2 | Last taught Fall 2024
COMPSCI 1: Great Ideas in Computer Science
Henry LeitnerCOMPSCI 1 | Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 10:30 AM – 11:45 AM
COMPSCI 1090A: Data Science 1: Introduction to Data Science
Pavlos Protopapas & Kevin RaderCOMPSCI 1090A | Fall 2025 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 9:00 AM – 10:15 AM
COMPSCI 1090B: Data Science 2: Advanced Topics in Data Science
Pavlos Protopapas & Kevin RaderCOMPSCI 1090B | Spring 2026 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 9:45 AM – 11:00 AM
COMPSCI 1810: Machine Learning
Finale Doshi-Velez, David Alvarez, and Melis Stephanie GilCOMPSCI 1810 | Last offered Spring 2025
COMPSCI 32: Computational Thinking and Problem Solving
Kitty AscrizziCOMPSCI 32 | Spring 2026 | Course Listing | Canvas Site
Monday & Wednesday, 1:30 PM – 2:45 PM
COMPSCI 50: Introduction to Computer Science
David J. MalanCOMPSCI 50 | Fall 2025 | Course Listing | Canvas Site
Monday, 1:30 PM – 4:15 PM
E-PSCI 100: The Missing MATLAB Course: A Practical Intro to Programming and Data Analysis
Miaki IshiiE-PSCI 100 | Fall 2025 | Course Listing | Canvas Site
Tuesday & Thursday, 12:00 PM – 2:45 PM
E-PSCI 101: Global Warming Science 101
Eli TzipermanE-PSCI 101 | Spring 2026 | Course Listing | Canvas Site
Wednesday, 3:00 PM – 5:45 PM
E-PSCI 102: Data Analysis and Statistical Inference in the Earth and Environmental Sciences
Roger FuE-PSCI 102 | Fall 2025 | Course Listing | Canvas Site
Monday & Wednesday, 3:00 PM – 4:15 PM
E-PSCI 131: Introduction to Physical Oceanography and Climate
Eli TzipermanE-PSCI 131 | Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 10:30 AM – 11:45 AM
E-PSCI 139: Paleoclimate as Prologue
E-PSCI 139 | Last taught Spring 2024ECON 1123: Introduction to Econometrics
Davide PettenuzzoECON 1123 | Fall 2025/Spring 2026 | Course Listing | Canvas Site
Monday & Wednesday, 9:00 AM – 10:15 AM
ECON 1126: Quantitative Methods in Economics
Davide VivianoECON 1126 | Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 12:00 PM – 1:15 PM
ECON 50: Using Big Data to Solve Economic and Social Problems with Laboratory Component
Nadarajan ChettyECON 50A | Spring 2026 | Course Listing | Canvas Site
ENG-SCI 120: Introduction to the Mechanics of Solids
Mark CoughlinENG-SCI 120 | Last offered Spring 2025
ENG-SCI 20R: The Physics of Sports
Kelly MillerENG-SCI 20R | Last taught Fall 2024
ENG-SCI 53: Quantitative Physiology as a Basis for Bioengineering
Linsey MoyerENG-SCI 53 | Fall 2025 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 11:15 AM – 12:30 PM
ESE 168: Human Environmental Data Science: Agriculture, Conflict, and Health
Peter HuybersESE 168 | Last taught Fall 2024
GOV 1010: Survey Research Methods
Chase HarrisonGOV 1010 | Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 1:30 PM – 2:45 PM
GOV 50: Data Science for the Social Sciences
GOV 50 | Fall 2025 | Course Listing | Canvas Site
Tuesday & Thursday, 10:30 AM – 11:45 AM
GOV 51: Data Analysis and Politics
Naijia LiuGOV 51 | Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 12:00 PM – 1:15 PM
GOV 52: Models
GOV 52 | Last taught Spring 2022GOV 61: Research Practice in Quantitative Methods
GOV 61 | Last taught Spring 2019LIFESCI 50A: Integrated Science
Andrew Murray, Emma Nagy, Benjamin de Bivort, Kara McKinley, Doeke Hekstra, and Michael DesaiLIFESCI 50A | Fall 2025 | Course Listing | Canvas Site
Monday, Tuesday, Wednesday, Thursday, & Friday, 10:30 AM – 11:45 AM
LING 105: Sounds of Language
LING 105 | Spring 2026 | Course Listing | Canvas SiteMATH 156: Mathematical Foundations of Statistical Software
MATH 156 | Last taught Fall 2021MATH 18A: Multivariable Calculus for Social Sciences
Roderic Guigo CorominasMATH 18A | Fall 2025 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 9:00 AM – 10:15 AM
MATH 19A: Modeling and Differential Equations for the Life Sciences
John CainMATH 19A | Last offered Fall 2024
MATH 21A: Multivariable Calculus
Amadeus MartinMATH 21A | Fall 2025/Spring 2026 | Course Listing | Canvas Site
MATH 21B: Linear Algebra and Differential Equations
Cliff Taubes (2025 Fall), Roderic Guigo Corominas (2026 Spring)MATH 21B | Fall 2025/Spring 2026 | Course Listing | Canvas Site
MATH 22A: Vector Calculus and Linear Algebra I
Philip WoodMATH 22A | Fall 2025 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 12:00 PM – 1:15 PM
MCB 111: Mathematics in Biology
Elena RivasMCB 111 | Last offered Spring 2025
MCB 112: Biological Sequence Analysis
Sean EddyMCB 112 | Spring 2026 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 3:00 PM – 4:15 PM
MCB 198: Advanced Mathematical Techniques for Modern Biology
Sharad RamanathanMCB 198 | Fall 2025 | Course Listing | Canvas Site
Tuesday, 1:30 PM – 2:45 PM
PHYSCI 12A: Mechanics and Statistical Physics from an Analytic, Numerical and Experimental Perspective
PHYSCI 12A | Spring 2026 | Course Listing | Canvas SiteMonday, Wednesday & Friday, 9:00 AM – 10:15 AM
PHYSCI 12B: Electromagnetism and Statistical Physics from an Analytic, Numerical and Experimental Perspective
Sonia Paban, Gregorio Ponti, and Timothy MilbournePHYSCI 12B | Fall 2025 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 9:00 AM – 10:15 AM
PHYSICS 101: Statistical Inference for Scientists and Engineers
Efthimios KaxirasPHYSICS 101 | Fall 2025 | Course Listing | Canvas Site
Tuesday & Thursday, 9:00 AM – 10:15 AM
PHYSICS 145: Elementary Particle Physics
PHYSICS 145 | Last taught Fall 2022PHYSICS 15A: Introductory Mechanics and Relativity
Anna Klales, Carlos Arguelles Delgado, Timothy Milbourne, and Anna Wang-HoltzenPHYSICS 15A | Last offered Fall 2024
PHYSICS 15B: Introductory Electromagnetism and Statistical Physics
Louis Deslauriers, Mara Prentiss, and Nicholas Agia (Fall 2025)Carlos Arguelles Delgado (Spring 2026)
PHYSICS 15B | Fall 2025/Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 12:00 PM – 1:15 PM
PHYSICS 15C: Wave Phenomena
Masahiro Morii, Markus Greiner, and Stephen Adams (Fall 2025)Stefan Knirck and Xing Fan (Spring 2026)
PHYSICS 15C | Fall 2025 /Spring 2026 | Course Listing | Canvas Site
Monday & Wednesday, 10:30 AM – 11:45 AM
PHYSICS 16: Mechanics and Special Relativity
Norman Yao, Gregorio Ponti, & Anna Wang-HoltzenPHYSICS 16 | Fall 2025 | Course Listing | Canvas Site
Tuesday & Thursday, 12:00 PM – 1:15 PM
PHYSICS 201: Data Analysis for Physical Sciences
Vinothan ManoharanPHYSICS 201 | Spring 2026 | Course Listing | Canvas Site
Monday, Wednesday, & Friday 10:30 AM – 11:45 AM
PSY 1900: Introduction to Statistics for the Behavioral Sciences
Kara WeismanPSY 1900 | Fall 2025/Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 10:30 AM – 11:45 AM
SCIENCE 5: An Introduction to Computation for Contemporary Science
Brendan Meade and Jeremy BloxhamSCIENCE 5 | Last offered Spring 2025
SOCIOL 1156: Statistics for Social Sciences
SOCIOL 1156 | Fall 2025 | Course Listing | Canvas Site
Monday & Wednesday, 10:30 AM – 11:45 AM
STAT 100: Introduction to Statistics and Data Science
James XenakisSTAT 100 | Fall 2025/Spring 2026 | Course Listing | Canvas Site
Monday & Wednesday, 10:30 AM – 11:45 AM
STAT 102: Introduction to Statistics for Life Sciences
Kevin RaderSTAT 102 | Spring 2026 | Course Listing | Canvas Site
Monday & Wednesday and Friday, 10:30 AM – 11:45 AM
STAT 104: Introduction to Quantitative Methods for Economics
Kevin A. RaderSTAT 104 | Fall 2025 | Course Listing | Canvas Site
Monday & Wednesday, 1:30 PM – 2:45 PM
STAT 109A: Data Science 1: Introduction to Data Science
Pavlos Protopapas & Natesh PillaiSTAT 109A | Last offered Fall 2024
STAT 109B: Data Science 2: Advanced Topics in Data Science
Pavlos Protopapas & Alex YoungSTAT 109B | Spring 2026 | Course Listing | Canvas Site
Monday, Wednesday & Friday, 9:00 AM – 10:15 AM
STAT 111: Introduction to Statistical Inference
Joseph Blitzstein & Neil ShephardSTAT 111 | Spring 2026 | Course Listing | Canvas Site
Tuesday & Thursday, 1:30 PM – 2:45 PM
STAT 120: Introduction to Bayesian Inference and Applications
Samuel KouSTAT 120 | Last offered Fall 2024
STAT 131: Time Series & Prediction
Zheng KeSTAT 131 | Spring 2026 | Course Listing | Canvas Site
Monday & Wednesday, 3:00 PM – 4:15 PM
STAT 139: Linear Models
James XenakisSTAT 139 | Fall 2025 | Course Listing | Canvas Site
Tuesday & Thursday, 10:30 AM – 11:45 AM
STAT 149: Generalized Linear Models
Mark GlickmanSTAT 149 | Spring 2026 | Course Listing | Canvas Site
Monday & Wednesday, 9:00 AM – 10:15 AM
STAT 151: Multilevel and Longitudinal Models
Luke MiratrixSTAT 151 | Fall 2025 | Course Listing | Canvas Site
Tuesday & Thursday, 1:30 PM – 2:45 PM
STAT 160: Introduction to Survey Sampling and Estimation
STAT 160 | Last taught Spring 2024STAT 186: Causal Inference
Susan MurphySTAT 186 | Spring 2026 | Course Listing | Canvas Site
Monday & Wednesday, 4:30 PM – 5:45 PM
STAT 195: Statistical Machine Learning
Pragya SurSTAT 195 | Spring 2026 | Course Listing | Canvas Site
Monday & Wednesday, 10:30 AM – 11:45 AM
STAT 220: Bayesian Data Analysis
STAT 220 | Last taught Spring 2024
No results found.