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Undergraduate Certificate

Undergraduate Certificate in Applications in Data Science

Purdue University Purdue University 278 courses

About This Program

Undergraduate Certificate in Applications in Data Science at Purdue University, from the requirements in the Purdue University 2026-2027 Catalog.

Degree Requirements

Foundation in Statistical Methods

Code Course Title Credits
EDPS 55600 Introduction To Quantitative Data Analysis Methods In Education I
EDPS 55700 Introduction To Quantitative Data Analysis Methods In Education II
CHE 32000 Statistical Modeling And Quality Enhancement
ECE 20875 Data Science Using Python
ECE 30200 Probabilistic Methods In Electrical And Computer Engineering
IDE 36000 Multidisciplinary Engineering Statistics
IE 33000 Probability And Statistics In Engineering II
PSY 20100 Introduction To Statistics In Psychology
ANTH 30600 Quantitative Methods For Anthropological Research
COM 30400 Quantitative Methods For Communication Research
COM 41100 Communication And Social Networks
POL 30000 Introduction To Political Analysis
POL 50100 Political Science: Methodology
SOC 40900 Social Networks
ECON 26000 Data Visualization And Inference
ECON 36000 Econometrics
QM 30500 Business Statistics
QM 30600 Management Science
BIOL 32101 Experimental Design And Quantitative Analysis Honors
BIOL 39500 Special Assignments
BIOL 58210 Ecological Statistics
BIOL 59500 Special Assignments
EAPS 31000 Introductory Statistics For Geosciences
STAT 22500 Introduction To Probability Models
STAT 30100 Elementary Statistical Methods
STAT 30301 Probability And Statistics For Business
STAT 35000 Introduction To Statistics
STAT 35500 Statistics For Data Science
STAT 49000 Topics In Statistics For Undergraduates
STAT 50100 Experimental Statistics I
STAT 50300 Statistical Methods For Biology
STAT 51100 Statistical Methods
Total Foundation in Statistical Methods 3 credits

Foundation in Computation

Code Course Title Credits
ABE 20500 Computations For Engineering Systems
ABE 30100 Modeling And Computational Tools In Biological Engineering
AGEC 20201 Introduction To Data Analytics For Agricultural Business
ASM 10500 Computing Technology With Applications
ECE 20875 Data Science Using Python
ECE 26400 Advanced C Programming
ECE 36800 Data Structures
ECE 46900 Operating Systems Engineering
ECE 47300 Introduction To Artificial Intelligence
IE 33200 Computing In Industrial Engineering
ECON 37300 Computational Economics
MIS 28800 Programming For Business Applications
CNIT 10500 Introduction To C Programming
CNIT 13600 Personal Computing Technology And Applications
CNIT 17600 Information Technology Architectures
CCE 50700 Geospatial Data Analytics
CS 10100 Digital Literacy
CS 15900 C Programming
CS 17600 Data Engineering In Python
CS 17700 Programming With Multimedia Objects
CS 18000 Problem Solving And Object-Oriented Programming
EAPS 50701 Geospatial Data Analytics
MA 16290 Data Science Labs: Calculus
Total Foundation in Computation 3 credits

Foundation in Data Literacy, Management, and Analytics

Code Course Title Credits
AGEC 20201 Introduction To Data Analytics For Agricultural Business
AGRY 42000 Computing For The Natural Sciences
ASM 53200 Introduction To Agricultural Informatics
BCHM 42100 R For Molecular Biosciences
ENTM 24200 Data Science
TDM 10100 The Data Mine Seminar I
TDM 10200 The Data Mine Seminar II
TDM 20100 The Data Mine Seminar III
TDM 20200 The Data Mine Seminar IV
TDM 30100 The Data Mine Seminar V
TDM 30200 The Data Mine Seminar VI
TDM 40100 The Data Mine Seminar VII
TDM 40200 The Data Mine Seminar VIII
ECE 20875 Data Science Using Python
ECE 30010 Introduction To Machine Learning And Pattern Recognition
ECE 47300 Introduction To Artificial Intelligence
ILS 10300 Introduction To Data Lifecycle Management
ILS 25000 Introduction To Geographic Information Systems
ECON 26000 Data Visualization And Inference
MIS 38200 Management Information Systems
MIS 54400 Database Management Systems
CNIT 17500 Visual Programming
CNIT 57000 IT Data Analytics
BIOL 32101 Experimental Design And Quantitative Analysis Honors
CS 17600 Data Engineering In Python
CS 24200 Introduction To Data Science
CS 25100 Data Structures And Algorithms
MA 16290 Data Science Labs: Calculus
STAT 24200 Introduction To Data Science
STAT 47401 Statistics For Risk Modeling I
STAT 51200 Applied Regression Analysis
STAT 51400 Design Of Experiments
Total Foundation in Data Literacy, Management, and Analytics 3 credits

Application Focus

Code Course Title Credits
ABE 49800 Undergraduate Research In Agricultural And Biological Engineering
AGEC 30500 Agricultural Prices
AGEC 32100 Principles Of Commodity Marketing
AGEC 35200 Quantitative Techniques For Firm Decision Making
AGEC 42100 Advanced Commodity Marketing
AGEC 45100 Applied Econometrics
AGEC 49800 Special Problems
AGEC 49900 Thesis 5
AGEC 51600 Mathematical Tools For Agricultural And Applied Economics
AGEC 55200 Introduction To Mathematical Programming
AGR 33300 Data Science For Agriculture
AGRY 32000 Genetics
AGRY 39900 Individual Study
AGRY 44400 Weather Analysis And Forecasting
AGRY 48500 Precision Crop Management
AGRY 53000 Advanced Plant Genetics
AGRY 54500 Remote Sensing Of Land Resources
AGRY 56500 Soils And Landscapes
AGRY 59800 Special Problems 3
AGRY 60000 Genomics
ANSC 31100 Animal Breeding And Genetics
ASEC 49000 Special Problems
ASEC 49700 Thesis Research
ASEC 49900 Special Problems In Agricultural Communication
ASEC 59000 Special Problems
ASM 42200 Advanced Machine Technology For Agricultural Crop Production
ASM 49000 Special Problems
ASM 49500 Agricultural Systems Management Capstone Project
ASM 53200 Introduction To Agricultural Informatics
ASM 54000 Geographic Information System Application
BCHM 42200 Computational Genomics
BCHM 49800 Research In Biochemistry
BCHM 49801 Head Start To Biochemistry Research
BCHM 52100 Comparative Genomics
BTNY 30200 Plant Ecology
BTNY 49800 Research In Plant Science
BTNY 53500 Plant Disease Epidemiology
ENTM 30100 Experimentation And Analysis
ENTM 41000 Applied Insect Biology
ENTM 41002 Applied Biology Laboratory
ENTM 49310 Insect Biology Capstone Experience 2
ENTM 49700 Special Problems In Forensic Science
ENTM 49800 Special Problems In Entomology
FNR 21000 Natural Resource Information Management
FNR 34800 Wildlife Investigational Techniques
FNR 35100 Aquatic Sampling Techniques
FNR 35300 Natural Resources Measurement
FNR 35500 Quantitative Methods For Resource Management
FNR 35700 Fundamental Remote Sensing
FNR 35910 Spatial Ecology
FNR 35950 Spatial Ecology And GIS Laboratory
FNR 38400 Statistics For Natural Resources
FNR 49800 Special Assignments
FNR 55800 Remote Sensing Analysis And Applications
FS 44400 Statistical Process Control
FS 49100 Special Assignments In Food Science
HORT 49100 Special Assignments In Horticulture 3
HORT 53000 Introduction To Computing For Biologists
HORT 53100 Applied Plant Genomics
HORT 55100 Plant Responses To The Environment
LA 49000 Special Problems In Landscape Architecture
NRES 49800 Individual Studies In Environmental Science
SFS 39100 Special Problems In Sustainable Food And Farming Systems
ECON 32500 Economics Of Sports
ECON 36000 Econometrics
ECON 37300 Computational Economics
ECON 46300 Advanced Data Analysis And Machine Learning
ECON 47100 Behavioral Economics
ECON 48500 Economics Of Racial And Gender Discrimination
ECON 56200 Econometrics I
ECON 57300 Financial Econometrics
ECON 58500 Behavioral Economics 2
FIN 41310 Financial Data Analysis And Modeling
MIS 38200 Management Information Systems
MIS 47900 Data Visualization 3
MIS 48800 Data-Driven Decisions In Digital Markets
MIS 54400 Database Management Systems
MKTG 42110 Marketing Analytics
MKTG 52500 Marketing Analytics
SCOM 46300 Supply Chain Analytics
QM 30500 Business Statistics
QM 30600 Management Science
QM 40500 Six Sigma And Quality Analytics
QM 47200 Advanced Spreadsheet Modeling And Simulation
QM 47300 Data Mining
QM 47400 Predictive Analytics
EAPS 19100 Introductory Topics In Earth And Atmospheric Science
TDM 11100 Corporate Partners I
TDM 11200 Corporate Partners II
TDM 21100 Corporate Partners III
TDM 21200 Corporate Partners IV
TDM 31100 Corporate Partners V
TDM 31200 Corporate Partners VI
TDM 41100 Corporate Partners VII
TDM 41200 Corporate Partners VIII
TDM 51100 Corporate Partners
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
EDPS 32700 Classroom Assessment 1
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
ABE 31400 Design Of Electronic Systems
ABE 45000 Computational Modeling And Data Analysis In Agricultural Engineering
ABE 46000 Sensors And Process Control
ABE 52700 Computer Models In Environmental And Natural Resources Engineering
ABE 53100 Instrumentation And Data Acquisition
ABE 59100 Special Topics
BME 40100 Mathematical & Computational Analysis Of Complex System Dynamics In Biology, Medicine, & Healthcare
CCE 50800 Geographic Information Systems
CHE 45000 Design And Analysis Of Processing Systems
ECE 30834 Fundamentals Of Computer Graphics
ECE 43800 Digital Signal Processing With Applications
ECE 44000 Transmission Of Information
ECE 47300 Introduction To Artificial Intelligence
ECE 57000 Artificial Intelligence
ECE 57700 Engineering Aspects Of Remote Sensing
EEE 25000 Environmental, Ecological, And Engineering Systems
EEE 30000 Environmental And Ecological Systems Modeling
IE 33500 Operations Research - Optimization
IE 33600 Operations Research - Stochastic Models
IE 59000 Topics In Industrial Engineering
ME 36500 Measurement And Control Systems I
ME 37500 Measurement And Control Systems II
NUCL 59700 Selected Topics In Nuclear Engineering I
VIP 37920 Junior Participation In Vertically Integrated Projects (VIP)
VIP 47920 Senior Participation In Vertically Integrated Projects (VIP)
VIP 47921 Senior Design Participation In Vertically Integrated Projects (VIP) I
VIP 47922 Senior Design Participation In Vertically Integrated Projects (VIP) II
HTM 50200 Management Information Systems For The Hospitality Industry
PSY 30500 Understanding And Analyzing Psychological Data
PSY 39800 Independent Research In Psychology
PSY 49800 Senior Research
PSY 51300 Introduction To Computational Cognitive Neuroscience
PSY 51400 Introduction To Mathematical Psychology
PUBH 40500 Principles Of Epidemiology
PUBH 60100 Introduction To The Quantitative Methods Of Public Health
ANTH 52300 GIS For Humanities And Social Science Research
ENGL 28000 Games, Narrative, Culture
PHIL 20800 Ethics Of Data Science
PHIL 29000 Environmental Ethics
PHIL 29300 Selected Topics In Philosophy
POL 22800 Data Science, AI, And Policy
POL 22900 Emerging Problems In Political Science
SOC 34000 General Social Psychology
SOC 38300 Introduction To Research Methods In Sociology
AT 31900 Uncrewed Aircraft Systems: Applications, Data, And Documentation
CGT 27000 Introduction To Data Visualization
CGT 27001 Topics In Data Visualization
CGT 27500 Data Visualization II
CGT 35600 Web Programming, Development And Data Integration
CGT 37000 Interactive Data Visualization
CGT 37700 Scientific Visualization
CGT 45600 Advanced Web Programming, Development And Data Integration
CGT 47000 Data Visualization Studio
CGT 51200 Foundational Readings Of User Experience Design
CGT 52000 Computer Graphics Programming
CGT 52100 Advanced Real-Time Computer Graphics
CGT 58100 Workshop In Computer Graphics Technology
CGT 67000 Applications In Visual Analytics
CNIT 37200 Database Programming
CNIT 39200 Enterprise Data Management
CNIT 48101 Topics In Computer Information Technology IV
CNIT 48200 Six Sigma Data Quality For Continuous Improvement
CNIT 48700 Database Administration
CNIT 55900 Data Warehousing
CNIT 57000 IT Data Analytics
CNIT 58100 Workshop In Applied And Creative Computing
CNIT 62300 Contemporary Computer Technology Problems
ECET 32700 Instrumentation And Data Acquisition Design
ECET 35901 Computer Based Data Acquisition Applications
TECH 53300 Design Theory And Technology
BIOL 29400 Biology Research
BIOL 31200 Great Issues Genomics And Society
BIOL 44207 Exploration Of Protein Structure
BIOL 44400 Human Medical Genetics
BIOL 47800 Introduction To Bioinformatics
BIOL 49400 Biology Research
BIOL 49900 Biology Honors Thesis Research
BIOL 56310 Protein Bioinformatics
BIOL 58210 Ecological Statistics
BIOL 61100 Crystallography Of Macromolecules
CCE 50700 Geospatial Data Analytics
CS 30700 Software Engineering I
CS 34800 Information Systems
CS 37300 Data Mining And Machine Learning
CS 47300 Web Information Search And Management
EAPS 22700 Introduction To Atmospheric Observation And Measurements
EAPS 30900 Computer-Aided Analysis For Geosciences
EAPS 42000 Global Change Modeling
EAPS 47700 Earth And Planetary GIS
EAPS 50700 Introduction To Analysis And Computing With Geoscience Data
EAPS 50701 Geospatial Data Analytics
EAPS 50801 Geographic Information Systems
EAPS 50900 Data Analysis Techniques In Earth And Atmospheric Sciences
EAPS 51000 Climate Time Series Analysis
EAPS 52300 Radar Meteorology
EAPS 53000 Extreme Weather And Climate: Science And Risk
EAPS 54000 Introduction To Geodesy
EAPS 54100 Geodetic Data And Applications
EAPS 55700 Introduction To Seismology
EAPS 55900 Topics In Seismology
EAPS 57700 Remote Sensing Of The Planets
EAPS 59100 Advanced Topics In Earth And Atmospheric Sciences
MA 16290 Data Science Labs: Calculus
PHYS 32300 Research With Big Data I
PHYS 32400 Research In Big Data II
PHYS 41610 Thermal And Statistical Physics
STAT 47401 Statistics For Risk Modeling I
Total Application Focus 6 credits

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