Bachelor of Science with a Major in Data Science
The following requirements must be fulfilled:
The general requirements stated under Columbian College of Arts and Sciences, Undergraduate Programs.
Program-specific curriculum:
Code | Title | Credits |
---|---|---|
Prerequisite courses (15 credits) | ||
CSCI 1012 | Introduction to Programming with Python | |
MATH 1231 | Single-Variable Calculus I | |
MATH 1232 | Single-Variable Calculus II | |
MATH 2184 | Linear Algebra I | |
STAT 1051 | Introduction to Business and Economic Statistics | |
or STAT 1053 | Introduction to Statistics in Social Science | |
or STAT 1111 | Business and Economic Statistics I | |
or STAT 1127 | Statistics for the Biological Sciences | |
Core courses (18 credits) | ||
DATS 1001 | Data Science for All | |
DATS 2101 | Ethical Life in a Digital World | |
DATS 2102 | Data Visualization for Data Science | |
DATS 2103 | Data Mining for Data Science | |
DATS 2104 | Data Warehousing for Data Science | |
DATS 4001 | Data Science Capstone | |
Domain concentration (9 credits) | ||
Students must complete a 9-credit domain concentration. Domain options are astronomy and astrophysics; biology–biodiversity and global change; biology–biotechnology; data journalism; geospatial data science; mathematical modeling; physics; and science, technology, and society. | ||
Students may petition to substitute a second major or a minor in another discipline for the domain. | ||
Astronomy and astrophysics domain | ||
Prerequisites | ||
PHYS 1011 & PHYS 1021 | General Physics I and University Physics I | |
PHYS 1012 & PHYS 1022 | General Physics II and University Physics II | |
Required | ||
ASTR 2121 | Introduction to Modern Astrophysics | |
One course from the following: | ||
ASTR 2131 | Astrophysics Seminar | |
ASTR 3141 | Data Analysis in Astrophysics | |
ASTR 3161 | Space Astrophysics | |
Biology–biodiversity and global change domain | ||
Prerequisites | ||
BISC 1111 | Introductory Biology: Cells and Molecules | |
BISC 1112 | Introductory Biology: The Biology of Organisms | |
Required | ||
BISC 2450 | Organic Evolution | |
Two courses from the following: | ||
BISC 2010 | Global Change Biology | |
BISC 2332 | Comparative Vertebrate Anatomy | |
BISC 2333 | Evolution and Extinction of Dinosaurs | |
BISC 2454 | General Ecology | |
BISC 3454 | Marine Ecology | |
BISC 3458 | Plant Comparative Structure and Function | |
BISC 3460 | Conservation Biology | |
Biology–biotechnology domain | ||
Prerequisites | ||
BISC 1111 | Introductory Biology: Cells and Molecules | |
BISC 1112 | Introductory Biology: The Biology of Organisms | |
BISC 2202 | Cell Biology | |
BISC 2337 | Introductory Microbiology Laboratory | |
CHEM 1111 | General Chemistry I | |
CHEM 1112 | General Chemistry II | |
BISC 3209 | Molecular Biology | |
BISC 3209 | Molecular Biology | |
Required | ||
BISC 2207 | Genetics | |
Two courses from the following: | ||
BISC 2202 | Cell Biology | |
BISC 2213 | Biology of Cancer | |
BISC 2337 | Introductory Microbiology Laboratory | |
BISC 3209 | Molecular Biology | |
PUBH 3201 | Introduction to Bioinformatics | |
Data journalism domain | ||
Prerequisite | ||
SMPA 2110W | Introduction to News Writing and Reporting | |
Required | ||
SMPA 2111W | Advanced News Reporting | |
SMPA 3230 | Reporting in the Digital Age | |
One course from the following: | ||
SMPA 3233 | Photojournalism | |
SMPA 3234 | Editing and Design for Print and Web | |
SMPA 3235W | Broadcast News Writing | |
SMPA 3240W | Washington Reporting | |
SMPA 3241W | Campaign Reporting | |
SMPA 3242 | Investigative Reporting | |
SMPA 3246 | Specialized Reporting | |
Geospatial data science domain | ||
Required | ||
GEOG 2104 | Introduction to Cartography and GIS | |
GEOG 3105 | Techniques of Spatial Analysis | |
One course from the following: | ||
GEOG 3106 | Intermediate Geographic Information Systems | |
GEOG 3107 | Introduction to Remote Sensing | |
GEOG 3196 | Special Topics in Techniques (Mathematical modeling domain) | |
Mathematics domain | ||
Prerequisite | ||
MATH 2233 | Multivariable Calculus | |
Required | ||
Three courses from the following: | ||
MATH 3553 | Introduction to Numerical Analysis | |
MATH 3359 | Introduction to Mathematical Modeling | |
MATH 4981 | Seminar: Topics in Mathematics (Complex Networks) | |
MATH 4981 | Seminar: Topics in Mathematics (Bioinformatics Algorithms) | |
MATH 4981 | Seminar: Topics in Mathematics (Wavelets and Fourier Analysis) | |
STAT 4197 | Fundamentals of SAS Programming for Data Management | |
Physics domain | ||
Prerequisites | ||
MATH 2233 | Multivariable Calculus | |
MATH 3342 | Ordinary Differential Equations | |
PHYS 1021 & PHYS 1025 | University Physics I and University Physics I with Biological Applications | |
PHYS 1022 & PHYS 1026 | University Physics II and University Physics II with Biological Applications | |
Required: | ||
PHYS 2023 | Modern Physics | |
PHYS 3161 | Mechanics | |
PHYS 3181 | Computational Physics | |
Science, technology, and society domain | ||
Three courses from the following: | ||
AMST 2610 | Science, Technology, and Politics in Modern America | |
or HIST 2610 | Science, Technology, and Politics in Modern America | |
AMST 2620 | Human Mind and Artificial Intelligence | |
AMST 2680W | Hashtag America | |
ANTH 2502 | Anthropology of Science and Technology: Twenty-First Century Brave New Worlds | |
ANTH 3531 | Methods in Sociocultural Anthropology | |
ANTH 3691 | Special Topics in Linguistic Anthropology | |
SMPA 3476 | Media, Technology, and Culture | |
SMPA 3477 | Information Technology and Politics |
In addition to the University General Education Requirement, undergraduate students in Columbian College must complete a further, College-specific general education curriculum—Perspective, Analysis, Communication, or G-PAC. Together with the University General Education Requirement, G-PAC engages students in active intellectual inquiry across the liberal arts. Students achieve a set of learning outcomes that enhance their analytical skills, develop their communication competencies, and invite them to participate as responsible citizens who are attentive to issues of culture, diversity, and privilege.
G-PAC approved courses, Dean's Seminars, and Sophomore Colloquia that may be available for registration are listed on the CCAS Advising website.
Coursework for the University General Education Requirement is distributed as follows:
- Writing—one approved course in university writing and two approved writing in the disciplines (WID) courses.
- Humanities—one approved course in the humanities that involves critical or creative thinking skills.
- Mathematics or Statistics—one approved course in either mathematics or statistics.
- Natural or Physical Science—one approved laboratory course that employs the process of scientific inquiry.
- Social Sciences—two approved courses in the social sciences.
Coursework for the Columbian College general education curriculum is distributed as follows:
- Arts—one approved course in the arts that involves the study or creation of artwork based on an understanding or interpretation of artistic traditions or knowledge of art in a contemporary context.
- Global or Cross-Cultural Perspective—one approved course that analyzes the ways in which institutions, practices, and problems transcend national and regional boundaries.
- Humanities—one approved course in the humanities that involves critical thinking skills (in addition to the one course in this category required by the University General Education Requirement).
- Local or Civic Engagement—one approved course that develops the values, ethics, disciplines, and commitment to pursue responsible public action.
- Natural or Physical Science—one approved laboratory course that employs the process of scientific inquiry (in addition to the one course in this category required by the University General Education Requirement.
- Oral Communication—one course in oral communication.
Certain courses are approved to fulfill the requirement in more than one of these categories.
Courses taken in fulfillment of G-PAC also may be counted toward majors or minors. Transfer courses taken prior to, but not after, admission to George Washington University may count toward the University General Education Requirement and G-PAC, if those transfer courses are equivalent to GW courses that have been approved by the University and the College.