Academics - Integrative Data Science Initiative

Data Science Degree Programs

The goal of these degree programs is to prepare graduates in careers as data scientists or other data science associated roles.

Data Science, BS
Department of Computer Science, Department of Statistics, School of Science

Data Visualization, BS
Computer Graphics Technology, Purdue Polytechnic

Business Analytics and Information Management, MS
Krannert School of Management

Geodata Science for Professionals, MS
Department of Earth, Atmospheric, and Planetary Sciences, School of Science

Data Science Related Degree Programs

These majors and degree programs are also excellent foundations for careers in data science and data science-related fields.

Computer Engineering
School of Electrical & Computer Engineering, College of Engineering

Computer Science
Department of Computer Science, College of Science

Cybersecurity
Department of Computer and Information Technology, Purdue Polytechnic

Education
Departments of Educational Studies and Curriculum and Instruction, College of Education

Electrical Engineering
School of Electrical & Computer Engineering, College of Engineering

Industrial Engineering
School of Industrial Engineering, College of Engineering

Mathematics
Department of Mathematics, College of Science

Statistics
Department of Statistics, College of Science

Data Science Courses

College of Agriculture

Agricultural Economics

AGEC 20200: Spreadsheet Use In Agricultural Business

AGEC 22000: Economics Of Agricultural Markets

AGEC 30500: Agricultural Prices

AGEC 31000: Farm Organization

AGEC 32100: Principles Of Commodity Marketing

AGEC 33000: Management Methods For Agricultural Business

AGEC 35200: Quantitative Techniques For Firm Decision Making

AGEC 41100: Farm Management

AGEC 43000: Agricultural And Food Business Strategy

AGEC 45100: Applied Econometrics

AGEC 51600: Mathematical Tools For Agricultural And Applied Economics

AGEC 52800: Global Change And The Challenge Of Sustainably Feeding A Growing Planet

AGEC 53000: Strategic Agribusiness Management

AGEC 55200: Introduction To Mathematical Programming

AGEC 61200: Agricultural Production Economics I

AGEC 61400: Advanced Agricultural Production Economics

AGEC 61800: Applied General Equilibrium Analysis

AGEC 63100: The Theory And Practice Of Spatial Econometrics

AGEC 65000: Application Of Quantitative Analysis: Econometrics I

AGEC 65100: Application Of Quantitative Analysis: Econometrics II

AGEC 65200: Application Of Quantitative Analysis: Mathematical Programming

AGEC 65400: Economic Dynamics

AGEC 65500: Applied Economic Time Series Analysis

Agronomy

AGRY 10500: Crop Production

AGRY 12000: Water And Food Security

AGRY 12300: Genetics And Society

AGRY 25500: Soil Science

AGRY 27000: Forest Soils

AGRY 32000: Genetics

AGRY 33500: Weather And Climate

AGRY 33700: Environmental Hydrology

AGRY 36500: Soil Fertility

AGRY 44400: Weather Analysis And Forecasting

AGRY 45000: Soil Conservation and Water Management

AGRY 48000: Plant Genetics

AGRY 51100: Population Genetics

AGRY 53000: Advanced Plant Genetics

AGRY 54500: Remote Sensing Of Land Resources

AGRY 55300: Introduction To SAS For Statistical Analysis

AGRY 56500: Soils And Landscapes

AGRY 58500: Soils And Land Use

Animal Sciences

ANSC 31100: Animal Breeding

ANSC 32400: Applied Animal Nutrition

ANSC 44100: Beef Management

ANSC 44200: Sheep Management

ANSC 44300: Swine Management

ANSC 44400: Dairy Management

ANSC 44500: Commercial Poultry Management

ANSC 51100: Population Genetics

Entomology

ENTM 42810: Death Investigation

ENTM 51000: Insect Pest Management

Food Science

FS 44400: Statistical Process Control

FS 44600: Food Process Automation

Forestry and Natural Resources

FNR 12500: Environmental Science And Conservation

FNR 21000: Natural Resource Information Management

FNR 32200: Forest Soil: Properties, Processes, And Management

FNR 34800: Wildlife Investigational Techniques

FNR 35500: Quantitative Methods For Resource Management

FNR 35900: Spatial Ecology And GIS

FNR 44700: Vertebrate Population Dynamics

FNR 51100: Population Genetics

FNR 55800: Remote Sensing Analysis And Applications

Horticulture

HORT 22200: DynaSCAPE Applications In Horticulture

HORT 31800: Field Production Of Horticultural Crops

HORT 31900: Controlled Environment Production Of Horticultural Crops

Landscape Architecture

LA 11700: Graphic Communication In Design II

LA 35600: Site Systems III

Sustainable Food and Farm Systems

SFS 31600: Decisions Through Systems Analysis

College of Education

Education-Curriculum and Instruction

EDCI 52800: Human Performance Technology

EDCI 55700: Assessment Of Culturally And Linguistically Diverse Students

EDCI 56400: Integration And Management Of Technology For Learning

EDCI 57700: Strategic Assessment And Evaluation

EDCI 61500: Qualitative Research Methods In Education

EDCI 61600: Qualitative Data Collection And Analysis In Educational Research

EDCI 62100: Technology For Qualitative Research

Educational and Psychological Studies

EDPS 53100: Introduction To Measurement And Instrument Design

EDPS 53300: Introduction To Educational Research I: Methodology

EDPS 53400: Introduction To Educational Research II: Measurement Consideration

EDPS 55600: Introduction To Quantitative Data Analysis Methods In Education I

EDPS 55700: Introduction To Quantitative Data Analysis Methods In Education II

EDPS 63200: Seminar In Research Procedures In Education

EDPS 63500: Psychometric Theory And Application

EDPS 63600: Item Response Theory

EDPS 63700: Data Analytic Procedures For Applied Research

EDPS 63800: Factor Analytic Procedures

College of Engineering

Aeronautical and Astronautical Engineering

AAE 36100: Introduction To Random Variables In Engineering

Agricultural Systems Management

ASM 10500: Agricultural Systems Computations And Communication

ASM 42000: Electric Power And Controls

ASM 42200: Advanced Machine Technology For Agricultural Crop Production

ASM 54000: Geographic Information System Application

ASM 59100: Special Topics

Agricultural and Biological Engineering

ABE 20500: Computations For Engineering Systems

ABE 30100: Numerical And Computational Modeling In Biological Engineering

ABE 31400: Design Of Electronic Systems

ABE 32500: Soil And Water Resource Engineering

ABE 43500: Hydraulic Control Systems For Mobile Equipment

ABE 45000: Finite Element Method In Design And Optimization

ABE 46000: Sensors And Process Control

ABE 52700: Computer Models In Environmental And Natural Resources Engineering

ABE 53100: Instrumentation And Data Acquisition

ABE 54500: Design Of Off-Highway Vehicles

ABE 56000: Biosensors: Fundamentals and Applications

ABE 59100: Special Topics

ABE 65100: Environmental Informatics

Biomedical Engineering

BME 40100: Mathematical & Computational Analysis Of Complex System Dynamics In Biology, Medicine, & Healthcare

Chemical Engineering

CHE 32000: Statistical Modeling And Quality Enhancement

CHE 45000: Design And Analysis Of Processing Systems

CHE 55700: Intelligent Systems In Process Engineering

Civil Engineering

CE 40800: Geographic Information Systems In Engineering

Electrical and Computer Engineering

ECE 20875: Python For Data Science

ECE 26400: Advanced C Programming

ECE 30010: Introduction To Machine Learning And Pattern Recognition

ECE 30200: Probabilistic Methods In Electrical And Computer Engineering

ECE 30834: Fundamentals Of Computer Graphics

ECE 36800: Data Structures

ECE 43800: Digital Signal Processing With Applications

ECE 44000: Transmission Of Information

ECE 47300: Introduction To Artificial Intelligence

ECE 56200: Introduction To Data Management

ECE 57000: Artificial Intelligence

ECE 57700: Engineering Aspects Of Remote Sensing

ECE 62900: Introduction To Neural Networks

ECE 67300: Distributed Computing Systems

Environmental and Ecological Engineering

EEE 25000: Environmental, Ecological, and Engineering Systems

EEE 30000: Environmental And Ecological Systems Modeling

Industrial Engineering

IE 33000: Probability And Statistics In Engineering II

IE 33200: Computing In Industrial Engineering

IE 33500: Operations Research: Optimization

IE 33600: Operations Research: Stochastic Models

IE 48400: Integrated Production Systems II

IE 59000: Topics In Industrial Engineering

IE 64600: Advanced Decision Theory

IE 67400: Computer And Communication Methods For Production Control

Interdisciplinary Engineering

IDE 36000: Multidisciplinary Engineering Statistics

Mechanical Engineering

ME 36500: Measurement And Control Systems I

ME 37500: Measurement And Control Systems II

Nuclear Engineering

NUCL 57500: Neural Computing in Engineering

NUCL 59700: Nuclear Engineering Projects I

College of Health and Human Sciences

Nutrition Science

NUTR 39000: Independent Undergraduate Research

NUTR 39700: Directed Honors Research

NUTR 49000: Independent Undergraduate Research

NUTR 49700: Honors Research Project

Psychological Sciences

PSY 20000: Introduction To Cognitive Psychology

PSY 30500: Understanding And Analyzing Psychological Data

PSY 39800: Independent Research In Psychology

PSY 49800: Senior Research

PSY 60601: ANOVA For The Behavioral Sciences

College of Liberal Arts

Anthropology

ANTH 52300: GIS For Humanities And Social Science Research

School of Management

Economics

ECON 25200: Macroeconomics

ECON 32500: Economics Of Sports

ECON 35200: Intermediate Macroeconomics

ECON 36000: Econometrics

ECON 47100: Behavioral Economics

ECON 48500: Economics Of Racial And Gender Discrimination

ECON 49900: Senior Honors Thesis

ECON 51000: Game Theory

ECON 51200: Intermediate Economics II

ECON 56200: Econometrics I

ECON 57300: Financial Econometrics

ECON 57400: Microeconometrics

ECON 58500: Behavioral Economics

ECON 67200: Econometrics II

Management

MGMT 28800: Programming For Business Applications

MGMT 30500: Business Statistics

MGMT 30600: Management Science

MGMT 38200: Management Information Systems

MGMT 40500: Six Sigma And Quality Analytics

MGMT 42110: Marketing Analytics

MGMT 46300: Supply Chain Analytics

MGMT 47200: Advanced Spreadsheet Modeling And Simulation

MGMT 47300: Data Mining

MGMT 47400: Predictive Analytics

MGMT 47900: Data Visualization

MGMT 48800: Data-Driven Decisions In Digital Markets

MGMT 52500: Marketing Analytics

MGMT 52610: Data-Driven Marketing

MGMT 54400: Database Management Systems

MGMT 54600: Decision Support And Expert Systems

MGMT 56800: Supply Chain Analytics

MGMT 57000: Spreadsheet Modeling And Simulation

MGMT 57100: Data Mining

MGMT 57200: Six Sigma And Quality Management

MGMT 57300: Optimization Modeling With Spreadsheets

MGMT 58200: Management Of Organizational Data

MGMT 58500: Information Technology Project Management

MGMT 59000: Directed Readings In Management

MGMT 63500: Accounting Information Systems

MGMT 68700: Design For Instincts: Social Networks and Engagements

Organizational Behavior and Human Resources

OBHR 63300: Human Resource Management

College of Science

Biochemistry

BCHM 22100: Analytical Biochemistry

BCHM 32200: Analytical Biochemistry II

BCHM 49500: Special Assignments

Biological Sciences

BIOL 29400: Biology Research

BIOL 44207: Exploration Of Protein Structure

BIOL 47800: Introduction to Bioinformatics

BIOL 49400: Biology Research

BIOL 49900: Biology Honors Thesis Research

BIOL 56310: Protein Bioinformatics

Computer Sciences

CS 10100: Digital Literacy

CS 24200: Introduction To Data Science

CS 25100: Data Structures And Algorithms

CS 34800: Information Systems

CS 37300: Data Mining And Machine Learning

CS 44800: Introduction To Relational Database Systems

CS 47100: Introduction to Artificial Intelligence

CS 47800: Introduction to Bioinformatics

CS 50011: Introduction To Systems For Information Security

CS 54100: Database Systems

CS 54200: Distributed Database Systems

CS 57300: Data Mining

CS 57700: Natural Language Processing

CS 57800: Statistical Machine Learning

CS 57900: Bioinformatics Algorithms

Earth Atmospheric and Planetary Sciences

EAPS 50700: Introduction To Analysis And Computing With Geoscience Data

EAPS 50900: Data Analysis Techniques In Earth And Atmospheric Sciences

EAPS 51000: Climate Time Series Analysis

EAPS 51500: Geodata Science

EAPS 65700: Geophysical Inverse Theory

Statistics

STAT 19000: Topics In Statistics For Undergraduates

STAT 24200: Introduction To Data Science

STAT 29000: Topics In Statistics For Undergraduates

STAT 35500: Statistics For Data Science

STAT 39000: Topics In Statistics For Undergraduates

STAT 49000: Topics In Statistics For Undergraduates

STAT 54900: An Introduction To QTL Mapping In Experimental Populations

STAT 58100: Bioinformatics Seminar

Polytechnic Institute

Computer Graphics Technology

CGT 10301: Geometric Modeling Applications

CGT 22600: Introduction To Constraint-Based Modeling

CGT 27000: Introduction To Data Visualization

CGT 35300: Principles Of Interactive And Dynamic Media

CGT 37000: Interactive Data Visualization

CGT 47000: Data Visualization Studio

CGT 47010: Interactive Infographics Design And Development

CGT 67000: Applications In Visual Analytics

Computer and Information Technology

CNIT 18000: Introduction To Systems Development

CNIT 22700: Introduction To Bioinformatics

CNIT 27200: Database Fundamentals

CNIT 36100: Software Redesign Using Cobol

CNIT 37200: Database Programming

CNIT 39200: Enterprise Data Management

CNIT 45800: Biomedical Informatics

CNIT 55800: Bioinformatics Computing And Systems Integration

School of Information Studies

Information and Library Science

ILS 59000: Independent Study In Information Sciences

ILS 59500: Special Topics In Information And Data Science

ILS 69000: Independent Study In Information Sciences

ILS 69500: Special Topics In Information And Data Science