# Data Science and Design, BS (Boston)
**Source**: https://catalog.northeastern.edu/undergraduate/computer-information-science/computer-information-science-combined-majors/data-science-design-bs/
**Parent**: https://catalog.northeastern.edu/undergraduate/arts-media-design/art-design/
Complete all courses listed below unless otherwise indicated. Also complete any corequisite labs, recitations, clinicals, or tools courses where specified and complete any additional courses needed beyond specific college and major requirements to satisfy graduation credit requirements.
## Universitywide Requirements
All undergraduate students are required to complete the [Universitywide Requirements](https://catalog.northeastern.edu/undergraduate/university-academics/university-wide-requirements/).
## NUpath Requirements
All undergraduate students are required to complete the [NUpath Requirements](https://catalog.northeastern.edu/undergraduate/university-academics/nupath/).
## Data Science Requirements
Course List
| Code | Title | Hours |
| --- | --- | --- |
| Computer Science Overview | | |
| Must be taken in alignment with your home college: | | |
| [CS 1200](https://catalog.northeastern.edu/search/?P=CS%201200 "CS 1200") | First Year Seminar | 1 |
| or [ARTF 1000](https://catalog.northeastern.edu/search/?P=ARTF%201000 "ARTF 1000") | Art and Design at Northeastern | |
| [CS 1210](https://catalog.northeastern.edu/search/?P=CS%201210 "CS 1210") | Professional Development for Khoury Co-op | 1 |
| or [EEAM 2000](https://catalog.northeastern.edu/search/?P=EEAM%202000 "EEAM 2000") | Professional Development for Co-op | |
| Computer Science Required Courses | | |
| All students can take a self-assessment to attempt to place out of [CS 2000](https://catalog.northeastern.edu/search/?P=CS%202000 "CS 2000") and [CS 2001](https://catalog.northeastern.edu/search/?P=CS%202001 "CS 2001"). Students who place out of [CS 2000](https://catalog.northeastern.edu/search/?P=CS%202000 "CS 2000") and [CS 2001](https://catalog.northeastern.edu/search/?P=CS%202001 "CS 2001") will instead substitute 4–5 semester hours of CS, CY, or DS coursework at the 3000 level or higher not otherwise required in the degree. | | |
| [CS 1800](https://catalog.northeastern.edu/search/?P=CS%201800 "CS 1800") and [CS 1802](https://catalog.northeastern.edu/search/?P=CS%201802 "CS 1802") | Discrete Structures and Seminar for CS 1800 | 5 |
| [CS 2000](https://catalog.northeastern.edu/search/?P=CS%202000 "CS 2000") and [CS 2001](https://catalog.northeastern.edu/search/?P=CS%202001 "CS 2001") | Introduction to Program Design and Implementation and Lab for CS 2000 | 5 |
| [CS 3200](https://catalog.northeastern.edu/search/?P=CS%203200 "CS 3200") | Introduction to Databases | 4 |
| Programming Sequence Pathways | | |
| Complete one of the following options: | | 9 |
| *Computer Science Option* | | |
| [CS 2100](https://catalog.northeastern.edu/search/?P=CS%202100 "CS 2100") and [CS 2101](https://catalog.northeastern.edu/search/?P=CS%202101 "CS 2101") | Program Design and Implementation 1 and Lab for CS 2100 | |
| [CS 3100](https://catalog.northeastern.edu/search/?P=CS%203100 "CS 3100") and [CS 3101](https://catalog.northeastern.edu/search/?P=CS%203101 "CS 3101") | Program Design and Implementation 2 and Lab for CS 3100 | |
| *Data Science Option* | | |
| [DS 2500](https://catalog.northeastern.edu/search/?P=DS%202500 "DS 2500") and [DS 2501](https://catalog.northeastern.edu/search/?P=DS%202501 "DS 2501") | Intermediate Programming with Data and Lab for DS 2500 | |
| [DS 3500](https://catalog.northeastern.edu/search/?P=DS%203500 "DS 3500") | Advanced Programming with Data | |
| Data Science Foundations | | |
| [DS 3000](https://catalog.northeastern.edu/search/?P=DS%203000 "DS 3000") | Foundations of Data Science | 4 |
| [DS 4300](https://catalog.northeastern.edu/search/?P=DS%204300 "DS 4300") | Large-Scale Information Storage and Retrieval | 4 |
| [DS 4400](https://catalog.northeastern.edu/search/?P=DS%204400 "DS 4400") | Machine Learning and Data Mining 1 | 4 |
| Khoury Approved Electives | | |
| With advisor approval, directed study, research, project study, and appropriate graduate-level courses may also be taken as upper-division electives. | | |
| Complete 4 semester hours from the following: | | 4 |
| CS 2500 or higher, except [CS 5010](https://catalog.northeastern.edu/search/?P=CS%205010 "CS 5010") | | |
| CY 2000 or higher, except CY 4930 | | |
| [DS 2500](https://catalog.northeastern.edu/search/?P=DS%202500 "DS 2500") or higher, except DS 4900 | | |
| [MKTG 4606](https://catalog.northeastern.edu/search/?P=MKTG%204606 "MKTG 4606") | Digital, Analytics, Technology, and Automation Research Practicum | |
## Design Requirements
Course List
| Code | Title | Hours |
| --- | --- | --- |
| Art + Design Fundamentals Required | | |
| [ARTF 1220](https://catalog.northeastern.edu/search/?P=ARTF%201220 "ARTF 1220") | Elements of Visual Composition (with optional [ARTF 1221](https://catalog.northeastern.edu/search/?P=ARTF%201221 "ARTF 1221")) | 2 |
| Art + Design Fundamentals Elective | | |
| Complete 6 semester hours from the following: | | 6 |
| [ARTF 1200](https://catalog.northeastern.edu/search/?P=ARTF%201200 "ARTF 1200") | Representational Drawing | |
| [ARTF 1210](https://catalog.northeastern.edu/search/?P=ARTF%201210 "ARTF 1210") | Abstract Drawing | |
| [ARTF 1230](https://catalog.northeastern.edu/search/?P=ARTF%201230 "ARTF 1230") and [ARTF 1231](https://catalog.northeastern.edu/search/?P=ARTF%201231 "ARTF 1231") | Making with Form and Materials and Making with Form and Materials Tools | |
| [ARTF 1240](https://catalog.northeastern.edu/search/?P=ARTF%201240 "ARTF 1240") and [ARTF 1241](https://catalog.northeastern.edu/search/?P=ARTF%201241 "ARTF 1241") | Making with Video, Sound, and Animation and Making with Video, Sound, and Animation Tools | |
| [ARTF 1250](https://catalog.northeastern.edu/search/?P=ARTF%201250 "ARTF 1250") and [ARTF 1251](https://catalog.northeastern.edu/search/?P=ARTF%201251 "ARTF 1251") | Designing Interactive Experiences and Designing Interactive Experiences Tools | |
| Design Required | | |
| [ARTG 1001](https://catalog.northeastern.edu/search/?P=ARTG%201001 "ARTG 1001") and [ARTG 1002](https://catalog.northeastern.edu/search/?P=ARTG%201002 "ARTG 1002") | Design Perspectives: An Introduction to Design in the World and Seminar for Design Perspectives | 4 |
| [ARTG 1270](https://catalog.northeastern.edu/search/?P=ARTG%201270 "ARTG 1270") and [ARTG 1271](https://catalog.northeastern.edu/search/?P=ARTG%201271 "ARTG 1271") | Design: Process + Practices and Studio for Design: Process + Practices | 4 |
| [ARTG 1290](https://catalog.northeastern.edu/search/?P=ARTG%201290 "ARTG 1290") and [ARTG 1291](https://catalog.northeastern.edu/search/?P=ARTG%201291 "ARTG 1291") | Typographic Systems and Studio for Typographic Systems | 4 |
| Design Elective | | |
| Complete 4 semester hours of ARTG courses, as long as prerequisites have been met and course has not been used to fulfill other requirements of the program. | | 4 |
| Art + Design History Elective | | |
| Complete 4 semester hours of ARTH courses. | | 4 |
| Art + Design Elective | | |
| Complete 4 semester hours of ARTD, ARTE, ARTG, ARTH, ARTS, or GAME courses as long as prerequisites have been met. | | 4 |
| Degree Capstone Project | | |
| [ARTG 4550](https://catalog.northeastern.edu/search/?P=ARTG%204550 "ARTG 4550") | Design Degree Project | 4 |
## Design Option
Course List
| Code | Title | Hours |
| --- | --- | --- |
| Complete one of the following options (information design is recommended): | | 8 |
| Creative Fabrication | | |
| [ARTG 2810](https://catalog.northeastern.edu/search/?P=ARTG%202810 "ARTG 2810") | Creative Fabrication Design Principles | |
| [ARTG 3810](https://catalog.northeastern.edu/search/?P=ARTG%203810 "ARTG 3810") | Topics in Creative Fabrication Inquiry | |
| Experience Design Option | | |
| [ARTG 3462](https://catalog.northeastern.edu/search/?P=ARTG%203462 "ARTG 3462") | Experience Design Principles | |
| [ARTG 3464](https://catalog.northeastern.edu/search/?P=ARTG%203464 "ARTG 3464") | Topics In Experience Design Inquiry | |
| Graphic Design Option | | |
| [ARTG 2252](https://catalog.northeastern.edu/search/?P=ARTG%202252 "ARTG 2252") | Graphic Design Principles | |
| [ARTG 3452](https://catalog.northeastern.edu/search/?P=ARTG%203452 "ARTG 3452") | Topics In Graphic Design Inquiry | |
| Information Design Option | | |
| [ARTG 2242](https://catalog.northeastern.edu/search/?P=ARTG%202242 "ARTG 2242") | Information Design Principles | |
| [ARTG 3444](https://catalog.northeastern.edu/search/?P=ARTG%203444 "ARTG 3444") | Topics in Information Design Inquiry 1 | |
| Interaction Design Option | | |
| [ARTG 2400](https://catalog.northeastern.edu/search/?P=ARTG%202400 "ARTG 2400") | Interaction Design Principles (with optional [ARTG 2401](https://catalog.northeastern.edu/search/?P=ARTG%202401 "ARTG 2401")) | |
| [ARTG 3400](https://catalog.northeastern.edu/search/?P=ARTG%203400 "ARTG 3400") | Topics In Interaction Design Inquiry | |
1
: Instead of ARTG 3444, ARTG 5100 is recommended for students considering the PlusOne in Information Design and Data Visualization.
## Integrative Requirements
Course List
| Code | Title | Hours |
| --- | --- | --- |
| [ARTG 5330](https://catalog.northeastern.edu/search/?P=ARTG%205330 "ARTG 5330") | Visualization Technologies 1: Fundamentals 1 | 4 |
| or [ARTG 5150](https://catalog.northeastern.edu/search/?P=ARTG%205150 "ARTG 5150") | Information Visualization Principles and Practices | |
| [DS 4200](https://catalog.northeastern.edu/search/?P=DS%204200 "DS 4200") | Information Presentation and Visualization | 4 |
1
: For students who choose Information Visualization Principles and Practices ([ARTG 5150](https://catalog.northeastern.edu/search/?P=ARTG%205150 "ARTG 5150")), concurrent registration in Information Design Critique Seminar ([ARTG 5151](https://catalog.northeastern.edu/search/?P=ARTG%205151 "ARTG 5151")) is recommended. It is suggested students consult with their academic advisor.
## Supporting Courses
Course List
| Code | Title | Hours |
| --- | --- | --- |
| Mathematics | | |
| [ECON 2350](https://catalog.northeastern.edu/search/?P=ECON%202350 "ECON 2350") | Statistics for Economists | 4 |
| [MATH 1341](https://catalog.northeastern.edu/search/?P=MATH%201341 "MATH 1341") | Calculus 1 for Science and Engineering | 4 |
| Computing and Social Issues | | |
| Complete one of the following: | | 4 |
| [AFCS 2600](https://catalog.northeastern.edu/search/?P=AFCS%202600 "AFCS 2600") | Issues in Race, Science, and Technology | |
| [CY 4170](https://catalog.northeastern.edu/search/?P=CY%204170 "CY 4170") | The Law, Ethics, and Policy of Data and Digital Technologies | |
| [CY 5240](https://catalog.northeastern.edu/search/?P=CY%205240 "CY 5240") | Cyberlaw: Privacy, Ethics, and Digital Rights | |
| [DS 1300](https://catalog.northeastern.edu/search/?P=DS%201300 "DS 1300") | Knowledge in a Digital World | |
| or [PHIL 1300](https://catalog.northeastern.edu/search/?P=PHIL%201300 "PHIL 1300") | Knowledge in a Digital World | |
| [HIST 2220](https://catalog.northeastern.edu/search/?P=HIST%202220 "HIST 2220") | History of Technology | |
| [INSH 2102](https://catalog.northeastern.edu/search/?P=INSH%202102 "INSH 2102") | Bostonography: The City through Data, Texts, Maps, and Networks | |
| [JRNL 3700](https://catalog.northeastern.edu/search/?P=JRNL%203700 "JRNL 3700") | Data Storytelling | |
| [PHIL 1145](https://catalog.northeastern.edu/search/?P=PHIL%201145 "PHIL 1145") | Technology and Human Values | |
| [SOCL 1280](https://catalog.northeastern.edu/search/?P=SOCL%201280 "SOCL 1280") | The Twenty-First-Century Workplace | |
| [SOCL 2485](https://catalog.northeastern.edu/search/?P=SOCL%202485 "SOCL 2485") | Environment, Technology, and Society | |
| [SOCL 4528](https://catalog.northeastern.edu/search/?P=SOCL%204528 "SOCL 4528") | Technology and Society | |
## Computer Science Writing Requirements
Course List
| Code | Title | Hours |
| --- | --- | --- |
| College Writing | | |
| [ENGW 1111](https://catalog.northeastern.edu/search/?P=ENGW%201111 "ENGW 1111") | First-Year Writing | 4 |
| Advanced Writing in the Disciplines | | |
| [ENGW 3302](https://catalog.northeastern.edu/search/?P=ENGW%203302 "ENGW 3302") | Advanced Writing in the Technical Professions | 4 |
| or [ENGW 3314](https://catalog.northeastern.edu/search/?P=ENGW%203314 "ENGW 3314") | Advanced Writing in the Arts, Media, and Design | |
| or [ENGW 3315](https://catalog.northeastern.edu/search/?P=ENGW%203315 "ENGW 3315") | Interdisciplinary Advanced Writing in the Disciplines | |
## Required General Electives
Course List
| Code | Title | Hours |
| --- | --- | --- |
| Complete 20 semester hours of general electives. | | 20 |
## NUpath Requirements Satisfied
- Engaging with the Natural and Designed World
- Exploring Creative Expression and Innovation
- Conducting Formal and Quantitative Reasoning
- Analyzing and Using Data
- Writing in the First Year
- Advanced Writing in the Disciplines
- Writing-Intensive in the Major
- Demonstrating Thought and Action in a Capstone
Integrating Knowledge and Skills Through Experience is satisfied through co-op.
## Khoury College GPA Requirement
Minimum cumulative 2.000 GPA required in all CS, CY, DS, and IS courses
## Program Requirement
130 total semester hours required
## Sample Plan of Study: Four Years, Two Co-ops in Spring/Summer First-Half
| Year 1 | | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| [ARTG 1001](https://catalog.northeastern.edu/search/?P=ARTG%201001 "ARTG 1001") and [ARTG 1002](https://catalog.northeastern.edu/search/?P=ARTG%201002 "ARTG 1002") | 4 | [ARTG 1290](https://catalog.northeastern.edu/search/?P=ARTG%201290 "ARTG 1290") and [ARTG 1291](https://catalog.northeastern.edu/search/?P=ARTG%201291 "ARTG 1291") | 4 | [ECON 2350](https://catalog.northeastern.edu/search/?P=ECON%202350 "ECON 2350") | 4 | General elective | 4 |
| [ARTF 1220](https://catalog.northeastern.edu/search/?P=ARTF%201220 "ARTF 1220") (with optional ARTF 1221) | 2 | [ENGW 1111](https://catalog.northeastern.edu/search/?P=ENGW%201111 "ENGW 1111") | 4 | ARTF elective | 2 | General elective | 4 |
| [CS 1200](https://catalog.northeastern.edu/search/?P=CS%201200 "CS 1200") or [ARTF 1000](https://catalog.northeastern.edu/search/?P=ARTF%201000 "ARTF 1000") | 1 | [DS 2500](https://catalog.northeastern.edu/search/?P=DS%202500 "DS 2500") and [DS 2501](https://catalog.northeastern.edu/search/?P=DS%202501 "DS 2501") | 5 | ARTF elective | 2 | | |
| [CS 1800](https://catalog.northeastern.edu/search/?P=CS%201800 "CS 1800") and [CS 1802](https://catalog.northeastern.edu/search/?P=CS%201802 "CS 1802") | 5 | [MATH 1341](https://catalog.northeastern.edu/search/?P=MATH%201341 "MATH 1341") | 4 | | | | |
| [CS 2000](https://catalog.northeastern.edu/search/?P=CS%202000 "CS 2000") and [CS 2001](https://catalog.northeastern.edu/search/?P=CS%202001 "CS 2001") | 5 | [EEAM 2000](https://catalog.northeastern.edu/search/?P=EEAM%202000 "EEAM 2000") (for CAMD students) | 1 | | | | |
| ARTF elective | 2 | | | | | | |
| | 19 | | 18 | | 8 | | 8 |
| Year 2 | | | | | | | |
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| [CS 1210](https://catalog.northeastern.edu/search/?P=CS%201210 "CS 1210") (for Khoury students) | 1 | Co-op | 0 | Co-op | 0 | General elective | 4 |
| [DS 3500](https://catalog.northeastern.edu/search/?P=DS%203500 "DS 3500") | 4 | | | | | General elective | 4 |
| [CS 3200](https://catalog.northeastern.edu/search/?P=CS%203200 "CS 3200") | 4 | | | | | | |
| [ARTG 1270](https://catalog.northeastern.edu/search/?P=ARTG%201270 "ARTG 1270") and [ARTG 1271](https://catalog.northeastern.edu/search/?P=ARTG%201271 "ARTG 1271") | 4 | | | | | | |
| Design option 1 | 4 | | | | | | |
| | 17 | | 0 | | 0 | | 8 |
| Year 3 | | | | | | | |
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| [DS 3000](https://catalog.northeastern.edu/search/?P=DS%203000 "DS 3000") | 4 | Co-op | 0 | Co-op | 0 | [ENGW 3302](https://catalog.northeastern.edu/search/?P=ENGW%203302 "ENGW 3302"), [3314](https://catalog.northeastern.edu/search/?P=ENGW%203314 "ENGW 3314"), or [3315](https://catalog.northeastern.edu/search/?P=ENGW%203315 "ENGW 3315") | 4 |
| Design option 2 | 4 | | | | | General elective | 4 |
| ARTF elective | 4 | | | | | | |
| ARTG elective | 4 | | | | | | |
| | 16 | | 0 | | 0 | | 8 |
| Year 4 | | | | | | | |
| Fall | Hours | Spring | Hours | | | | |
| [DS 4200](https://catalog.northeastern.edu/search/?P=DS%204200 "DS 4200") | 4 | [ARTG 4550](https://catalog.northeastern.edu/search/?P=ARTG%204550 "ARTG 4550") | 4 | | | | |
| [DS 4300](https://catalog.northeastern.edu/search/?P=DS%204300 "DS 4300") | 4 | [ARTG 5330](https://catalog.northeastern.edu/search/?P=ARTG%205330 "ARTG 5330") or [5150](https://catalog.northeastern.edu/search/?P=ARTG%205150 "ARTG 5150") | 4 | | | | |
| A+D elective | 4 | [DS 4400](https://catalog.northeastern.edu/search/?P=DS%204400 "DS 4400") | 4 | | | | |
| Computing and social issues | 4 | Khoury elective | 4 | | | | |
| | 16 | | 16 | | | | |
| Total Hours: 134 | | | | | | | |
## Sample Plan of Study: Four Years, Two Co-ops in Summer Second-Half/Fall
| Year 1 | | | | | | | |
| --- | --- | --- | --- | --- | --- | --- | --- |
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| [ARTG 1001](https://catalog.northeastern.edu/search/?P=ARTG%201001 "ARTG 1001") and [ARTG 1002](https://catalog.northeastern.edu/search/?P=ARTG%201002 "ARTG 1002") | 4 | [ARTG 1290](https://catalog.northeastern.edu/search/?P=ARTG%201290 "ARTG 1290") and [ARTG 1291](https://catalog.northeastern.edu/search/?P=ARTG%201291 "ARTG 1291") | 4 | [ECON 2350](https://catalog.northeastern.edu/search/?P=ECON%202350 "ECON 2350") | 4 | General elective | 4 |
| [ARTF 1220](https://catalog.northeastern.edu/search/?P=ARTF%201220 "ARTF 1220") (with optional ARTF 1221) | 2 | [DS 2500](https://catalog.northeastern.edu/search/?P=DS%202500 "DS 2500") and [DS 2501](https://catalog.northeastern.edu/search/?P=DS%202501 "DS 2501") | 5 | ARTF elective | 2 | General elective | 4 |
| [CS 1200](https://catalog.northeastern.edu/search/?P=CS%201200 "CS 1200") or [ARTF 1000](https://catalog.northeastern.edu/search/?P=ARTF%201000 "ARTF 1000") | 1 | [MATH 1341](https://catalog.northeastern.edu/search/?P=MATH%201341 "MATH 1341") | 4 | ARTF elective | 2 | | |
| [CS 1800](https://catalog.northeastern.edu/search/?P=CS%201800 "CS 1800") and [CS 1802](https://catalog.northeastern.edu/search/?P=CS%201802 "CS 1802") | 5 | [ENGW 1111](https://catalog.northeastern.edu/search/?P=ENGW%201111 "ENGW 1111") | 4 | | | | |
| [CS 2000](https://catalog.northeastern.edu/search/?P=CS%202000 "CS 2000") and [CS 2001](https://catalog.northeastern.edu/search/?P=CS%202001 "CS 2001") | 5 | | | | | | |
| ARTF elective | 2 | | | | | | |
| | 19 | | 17 | | 8 | | 8 |
| Year 2 | | | | | | | |
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| [DS 3500](https://catalog.northeastern.edu/search/?P=DS%203500 "DS 3500") | 4 | [CS 1210](https://catalog.northeastern.edu/search/?P=CS%201210 "CS 1210") | 1 | General elective | 4 | Co-op | 0 |
| [CS 3200](https://catalog.northeastern.edu/search/?P=CS%203200 "CS 3200") | 4 | [DS 3000](https://catalog.northeastern.edu/search/?P=DS%203000 "DS 3000") | 4 | General elective | 4 | | |
| [ARTG 1270](https://catalog.northeastern.edu/search/?P=ARTG%201270 "ARTG 1270") and [ARTG 1271](https://catalog.northeastern.edu/search/?P=ARTG%201271 "ARTG 1271") | 4 | ARTG elective | 4 | | | | |
| Design option 1 | 4 | ARTH elective | 4 | | | | |
| | | Computing and social issues | 4 | | | | |
| | 16 | | 17 | | 8 | | 0 |
| Year 3 | | | | | | | |
| Fall | Hours | Spring | Hours | Summer 1 | Hours | Summer 2 | Hours |
| Co-op | 0 | Design option 2 | 4 | [ENGW 3302](https://catalog.northeastern.edu/search/?P=ENGW%203302 "ENGW 3302"), [3314](https://catalog.northeastern.edu/search/?P=ENGW%203314 "ENGW 3314"), or [3315](https://catalog.northeastern.edu/search/?P=ENGW%203315 "ENGW 3315") | 4 | Co-op | 0 |
| | | [DS 4200](https://catalog.northeastern.edu/search/?P=DS%204200 "DS 4200") | 4 | General elective | 4 | | |
| | | [DS 4300](https://catalog.northeastern.edu/search/?P=DS%204300 "DS 4300") | 4 | | | | |
| | | A+D elective | 4 | | | | |
| | 0 | | 16 | | 8 | | 0 |
| Year 4 | | | | | | | |
| Fall | Hours | Spring | Hours | | | | |
| Co-op | 0 | [ARTG 4550](https://catalog.northeastern.edu/search/?P=ARTG%204550 "ARTG 4550") | 4 | | | | |
| | | [ARTG 5330](https://catalog.northeastern.edu/search/?P=ARTG%205330 "ARTG 5330") or [5150](https://catalog.northeastern.edu/search/?P=ARTG%205150 "ARTG 5150") | 4 | | | | |
| | | [DS 4400](https://catalog.northeastern.edu/search/?P=DS%204400 "DS 4400") | 4 | | | | |
| | | Khoury elective | 4 | | | | |
| | 0 | | 16 | | | | |
| Total Hours: 133 | | | | | | | |