Applied Data Science, University Certificate
Program Requirements
CIP Code: 27.9999
| Code | Title | Hours |
|---|---|---|
| Certificate Requirements | ||
| Introductory Statistics Requirements | ||
| STA 270 | Applied Statistics | 3-4 |
| or STA 215 | Introduction to Statistical Reasoning | |
| Core Courses | ||
| MAT 234 | Calculus I | 4 |
| DSC 580 | R and Introductory Data Mining | 3 |
| or STA 580 | R and Introductory Data Mining | |
| Choose from one of the following: | 3 | |
| Intro to Game Programming | ||
| Introduction to Programming for Science & Engineering | ||
| Computing Concepts and Programming | ||
| Object- Oriented Programming I | ||
| MAT 239 | Linear Algebra and Matrices | 3 |
| or STA 340 | Applied Regression Analysis | |
| Statistics/Data Science Elective | ||
| Choose from three hours of the following: | 3 | |
| Sports Analytics | ||
| Sampling Methods | ||
| Seminar in ___ (approved topics) | ||
| Quality Control & Reliability | ||
| Statistical Methods Using SAS | ||
| Domain Knowledge Electives | ||
| Choose two courses from one of the following categories: | 6-7 | |
| Anthropology and Sociology: | ||
| Primate Ecology & Sociality | ||
| Social Statistics | ||
| Population and Society | ||
| Research Methods in Sociology | ||
| Biology and Environmental Health Sciences: | ||
| One Health: Global Environmental Public Health and Environmental Disease Detectives: Epidemiology | ||
| Genetics and Bioinformatics: Principles and Applications 1 | ||
| Ecology and Conservation Biology 1 | ||
| Computer Information Systems: | ||
| Data Base Management 1 | ||
| Business Data Mining | ||
or BUS 304 | Essentials of MIS | |
| Computer Science and Informatics: | ||
| Data Structures 1 | ||
| Database Systems 1 | ||
| Machine Learning | ||
| MS Office & Data Analysis 1 | ||
| Government: | ||
| Research and Writing in Political Science 1 | ||
| Capstone Course in Political Science | ||
| Public Opinion & Voting Behavior | ||
| Geosciences: | ||
| Geoscience Data and Techniques 1 | ||
| Geographic Information Systems | ||
| Advanced GIS | ||
| Remote Sensing | ||
| Advanced Geographic Imagery | ||
| Physics: | ||
| Electrical Circuits 1 | ||
PHY 406 | 1 | |
| Classical Mechanics | ||
| Psychology: | ||
| Scientific Literacy in Psychology 1 | ||
| Sensation and Perception | ||
or PSY 315L | Sensation and Perception Lab | |
| Research Literacy in Psychology | ||
| Tests and Measurements | ||
| Total Hours | 25-27 | |
- 1
Requires a pre-requisite course