Data Science Major

Foundational Courses (All tracks)

01:198:142 Data 101: Data Literacy

01:960:142 Data 101: Data Literacy  

01:960:291 Statistical Inference for Data Science 

01:960:212 Statistics II

01:960:384 Intermediate Statistical Analysis 

33:136:385 Statistical Methods in Business

01:198:210 Data Management for Data Science

01:960:295 Data Management and Wrangling with R

04:547:221 Fundamentals of Data Curation and Management

01:640:135 Calculus I

01:640:151 Calculus I

01:640:250 Introductory Linear Algebra

04:189:220 Data in Context

BA in Data Science - Statistics Track Courses (Code: NB219TJ)

01:640:136 Calculus II

01:640:152 Calculus II

01:198:111 Intro Comp Science

01:198:112 Data Structures

01:960:463 Regression Methods

01:960:486 Applied Statistical Learning

01:960:365 Bayesian Data Analysis

01:960:467 Applied Multivariate Analysis

01:960:490 Intro to Experimental Design 

BA in Data Science - Societal Impact Track (Code: NB219IJ)

01:960:463 Regression Methods 

01:960:486 Applied Statistical Learning

04:189:103 Information Technology and Informatics

04:547:201 Information Technology Fundamentals

04:547:321 Information Visualization

01:960:365. Introduction to Bayesian Data Analysis

01:960:467 Applied Multivariate Analysis

01:960:490 Introduction to Experimental Design 

01:198:439 Introduction to Data Science

01:220:322 Econometrics

01:359:207 Data and Culture

01:447:303 Computational Genetics for Big Data

01:450:321 Geographic Information Systems

01:450:330 Geographical Research methods

01:750:345 Computational Astrophysics

01:920:360 Computational Social Science

11:126:485 Functional Genomics

14:332:443 Machine Learning for Engineers

BS in Data Science- Computer Science Track (Code: NB219SJ)

01:198:336 Principles of Information and Data Management

01:640:152 Calculus II

01:198:111 Introduction to Computer Science

01:198:112 Data Structures

01:198:205 Intro to Discrete Structures I

01:198:206 Intro to Discrete Structures II

01:198:439 Introduction to Data Science

01:198:461 Machine Learning Principles

01:198:462 Introduction to Deep Learning

01:960:463 Regression Methods

01:960:486 Applied Statistical Learning

04:547:321 Information Visualization

BS in Data Science- Economics Track (Code: NB219EJ)

01:640:136 Calculus II

01:640:152 Calculus II

04:547:321 Information Visualization

01:220:102 Intro to Microeconomics

01:220:103 Intro to Macroeconomics

01:220:320 Intermediate Microeconomics Analysis

01:220:321 Intermediate Macroeconomic Analysis

01:220:322 Econometrics

01:220:421 Economic Forecasting and Big Data

01:220:422 Advanced Econometrics for Microeconomic Data

01:220:423 Advanced Time Series and Financial Econometrics

01:220:424 Machine Learning for Economics

BS in Data Science- Chemical Data Science Track (Code: NB219CJ)

01:640:152 Calculus II

01:198:111 Introduction to Computer Science

01:160:171 Introduction to Experimentation

01:960:365 Introduction to Bayesian Data Analysis

01:960:463 Regression Methods

1:160:TBD Chemical Data Science and Machine Learning Applications

01:160:161 General Chemistry

01:160:159 General Chemistry for Engineers

01:160:163 Honors General Chemistry

01:160:165 Extended General Chemistry

01:160:308 Organic Chemistry

01:160:315 Honors Organic Chemistry

01:160:251 Analytical Chemistry

01:160:309 Organic Chemistry Laboratory

01:160:348 Instrumental Analysis

01:160:351 Inorganic Chemistry

01:160:352 Inorganic Chemistry IIA

01:160:353 Inorganic Chemistry IIB

01:160:327 Physical Chemistry

01:160:341 Physical Chemistry: Biochemical Systems

01:160:328 Physical Chemistry

01:160:342 Physical Chemistry: Biochemical Systems

01:160:438 Introduction to Computational Chemistry

01:694:407 Molecular Biology and Biochemistry

11:115:403 General Biochemistry I