A checklist is the list of requirements to complete this program and receive the award, as the college publishes it in its catalog. It is the same for everyone. It does not say what you have completed; that comes from applying your own record.
Program
- Award
- MS
- Credential class
- ceterms:MasterDegree
- CIP
- 26.1103
- Credits (computed from items)
- 200
- Catalog edition
- 2026-2027
- Checklist type
- degree-program
Identifiers
- IPEDS UNITID
- 482705
- CourseShelf checklist
- CK_482705_b2929423
- CollegeTransfer.Net
- Institution Transfer Profile
- Source
- CourseShelf publish 61
Requirements to complete
Every course or condition the catalog lists, in the catalog's order.
Core Requirements
major core · 4 items
- 4
- CS 5130and CS 5131Applied Programming and Data Processing for AIand Recitation for CS 5130Not resolved to a course4
- or: DS 5020 Introduction to Linear Algebra and Probability for Data Science4
- or: DADS 7275 Machine Learning and Data Analytics4
Bioengineering Concentration—College of Engineering
concentration · 9 items
- Complete 8 semester hours from the following:Not resolved to a course8
- 4
- 4
- 4
- Complete 4 semester hours from the following:Not resolved to a course4
- 4
- 4
- PHIL 5010AI EthicsNot resolved to a course
- PHTH 5350and PHTH 6130Using SAS in Public Health Researchand Public Health Technologies: Ethics and EquityNot resolved to a course
Capstone
1 item
- 4
Optional Co-op
0 items
Complete the following (students must complete ENCP 6100 to qualify for co-op experience):
2 items
- 1
- or: ENCP 6954 Co-op Work Experience - Half-Timeor: ENCP 6955 Co-op Work Experience Abroad - Half-Timeor: ENCP 6965 Co-op Work Experience Abroad0
Computational Creativity Concentration—College of Arts, Media and Design
concentration · 0 items
Required Courses
3 items
- 4
- INAM 5000Introduction to Creative ComputingNot resolved to a course4
- Option 1Not resolved to a course4
Select one elective from the following:
electives · 8 items
- 1-4
- 4
- 4
- 4
- 4
- INAM 6430AI and Creative ExplorationNot resolved to a course
- JRNL 6460AI in Media IndustriesNot resolved to a course
- PHIL 5010AI EthicsNot resolved to a course
Capstone
1 item
- 4
Optional Co-op
0 items
Complete the following:
1 item
- or: EEAM 6954 Co-op Work Experience - Half-Timeor: EEAM 6955 Co-op Work Experience Abroad - Half-Timeor: EEAM 6965 Co-op Work Experience Abroad0
Computer Vision Concentration—College of Engineering
concentration · 0 items
Complete 4 semester hours from the following:
12 items
- 4
- Complete 8 semester hours from the following:Not resolved to a course8
- 4
- 4
- 4
- 4
- 4
- 4
- 1-4
- 4
- 4
- As published: “Advanced Special Topics in Electrical and Computer Engineering (Machine Learning with Small Data)”4
Capstone
1 item
- 4
Optional Co-op
0 items
Complete the following (students must complete ENCP 6100 to qualify for co-op experience):
2 items
- 1
- or: ENCP 6954 Co-op Work Experience - Half-Timeor: ENCP 6955 Co-op Work Experience Abroad - Half-Timeor: ENCP 6965 Co-op Work Experience Abroad0
Continuous Process Engineering Concentration—College of Engineering
concentration · 12 items
- Complete 8 semester hours from the following (students without a chemical engineering degree are advised to choose CHEM 5101 and CHEM 5102, which serve as a bridge from other degrees):Not resolved to a course8
- CHME 5101and CHME 5102Fundamentals of Chemical Engineering: Fluid, Heat, and Mass Transferand Fundamentals of Chemical Engineering: Thermodynamics and KineticsNot resolved to a course
- CHME 5510and CHME 5515Fundamentals in Process Safety Engineeringand Process Safety Engineering for Biotechnology and Pharmaceutical IndustriesNot resolved to a course
- CHME 7600and CHME 7601Pharmaceutical Engineering Iand Pharmaceutical Engineering IINot resolved to a course
- Complete 4 semester hours from the following:Not resolved to a course4
- 4
- 4
- CHEM 5641and CHME 7901Computational Chemistryand Journal Club in Chemical EngineeringNot resolved to a course
- 4
- IE 7270Intelligent ManufacturingNot resolved to a course
- PHIL 5010AI EthicsNot resolved to a course
- PHSC 5900AI in Drug Discovery and DevelopmentNot resolved to a course
Capstone
1 item
- 4
Optional Co-op
0 items
Complete the following (students must complete ENCP 6100 to qualify for co-op experience):
2 items
- 1
- or: ENCP 6954 Co-op Work Experience - Half-Timeor: ENCP 6955 Co-op Work Experience Abroad - Half-Timeor: ENCP 6965 Co-op Work Experience Abroad0
Energy Systems Concentration—College of Engineering
concentration · 10 items
- Complete 12 semester hours from the following:Not resolved to a course12
- 4
- 4
- 4
- 4
- 4
- MATL 6270Principles, Devices, and Materials for Energy Storage and Energy HarvestingNot resolved to a course
- ME 5374Special Topics in Mechanical EngineeringNot resolved to a course
- ME 6200Mathematical Methods for Mechanical Engineers 1Not resolved to a course
- PHIL 5010AI EthicsNot resolved to a course
Capstone
1 item
- ME 7945Master’s ProjectNot resolved to a course4
Optional Co-op
0 items
Complete the following (students must complete ENCP 6100 to qualify for co-op experience):
2 items
- 1
- or: ENCP 6954 Co-op Work Experience - Half-Timeor: ENCP 6955 Co-op Work Experience Abroad - Half-Timeor: ENCP 6965 Co-op Work Experience Abroad0
Health Data Concentration—Bouvé College of Health Sciences
concentration · 16 items
- HLTH 5810Survey of Health-Related DataNot resolved to a course4
- HLTH 5820AI Project for Health ApplicationsNot resolved to a course4
- Complete 4 semester hours from the following:Not resolved to a course4
- HINF 5300Personal Health Interface Design and DevelopmentNot resolved to a course
- HINF 5500Artificial Intelligence and Health InformaticsNot resolved to a course
- HLTH 5550Product Design, Development, and Innovation in Health ScienceNot resolved to a course
- NNMD 5310Bioethics in the Age of Artificial IntelligenceNot resolved to a course
- PHIL 5010AI EthicsNot resolved to a course
- PHSC 5905Artificial Intelligence and Machine Learning in Drug Discovery: Concepts and ApplicationsNot resolved to a course
- PHTH 5320Grant Writing in Public HealthNot resolved to a course
- PHTH 5350Using SAS in Public Health ResearchNot resolved to a course
- PHTH 5360AI at the Intersection of Health and SocietyNot resolved to a course
- PHTH 6130Public Health Technologies: Ethics and EquityNot resolved to a course
- Complete 4 semester hours from the following:Not resolved to a course4
- HLTH 6980CapstoneNot resolved to a course
- HLTH 7995Master's ProjectNot resolved to a course
Optional Co-op
0 items
Complete the following (students must complete HLTH 5101 to qualify for co-op experience):
2 items
- HLTH 5101Professional Development for Bouvé Graduate Co-opNot resolved to a course1
- HLTH 6964Co-op Work ExperienceNot resolved to a courseor: HLTH 6954 Co-op Work Experience - Half-Timeor: HLTH 6955 Co-op Work Experience Abroad - Half Timeor: HLTH 6965 Co-op Work Experience Abroad0
Human-AI Collaboration Systems—College of Engineering
11 items
- Complete12 semester hours from the following:Not resolved to a course12
- 4
- 4
- IE 5374Special Topics in Industrial EngineeringNot resolved to a course
- IE 5400Healthcare Systems Modeling and AnalysisNot resolved to a course
- IE 6300Manufacturing Systems DesignNot resolved to a course
- IE 6500Human PerformanceNot resolved to a course
- IE 7270Intelligent ManufacturingNot resolved to a course
- IE 7295Applied Reinforcement Learning in EngineeringNot resolved to a course
- IE 7350Sociotechnical Systems: Computational Models for Design and PolicyNot resolved to a course
- ME 5510Scientific Machine Learning for Mechanical EngineersNot resolved to a course
Capstone
1 item
- IE 7945Master’s ProjectNot resolved to a course4
Optional Co-op
0 items
Complete the following (students must complete ENCP 6100 to qualify for co-op experience):
2 items
- 1
- or: ENCP 6954 Co-op Work Experience - Half-Timeor: ENCP 6955 Co-op Work Experience Abroad - Half-Timeor: ENCP 6965 Co-op Work Experience Abroad0
Machine Learning Concentration—Khoury College of Computer Sciences
concentration · 10 items
- 4
- Complete 8 semester hours from the following:Not resolved to a course8
- 4
- 4
- 4
- 4
- 4
- 4
- 4
- 4
Capstone
3 items
- Complete 4 semester hours from the following:Not resolved to a course4
- 4
- 4
Optional Co-op
0 items
Complete the following:
1 item
- or: CS 6954 Co-op Work Experience - Half-Timeor: CS 6955 Co-op Work Experience Abroad - Half-Timeor: CS 6965 Co-op Work Experience Abroad0
Omics Concentration—College of Science
concentration · 4 items
- 4
- 4
- 4
- 4
Optional Co-op
0 items
Complete the following (students must complete EESC 6500 to qualify for co-op experience):
2 items
- 1
- or: EESC 6954 Co-op Work Experience - Half-Timeor: EESC 6965 Co-op Work Experience Abroad0
Robotics and Agent-Based Systems Concentration—Khoury College of Computer Sciences
concentration · 6 items
- 4
- Complete 8 semester hours from the following:Not resolved to a course8
- 4
- 4
- 4
- 4
Capstone
3 items
- Complete 4 semester hours from the following:Not resolved to a course4
- 4
- 4
Optional Co-op
0 items
Complete the following:
1 item
- or: CS 6954 Co-op Work Experience - Half-Timeor: CS 6955 Co-op Work Experience Abroad - Half-Timeor: CS 6965 Co-op Work Experience Abroad0
Sustainability for Infrastructure and Environment Concentration—College of Engineering
concentration · 1 item
- Complete 8 semester hours from the following, including at least 4 semester hours from Applied AI in Urban/Environmental Systems:Not resolved to a course8
Applied AI in Urban/Environmental Systems
3 items
- 4
- 4
- 4
Advanced AI/ML Concepts
4 items
- 4
- 4
- 4
- IE 7615Deep Learning for AINot resolved to a course
Applications to the Discipline
10 items
- Complete 4 semester hours from the following:Not resolved to a course4
- 4
- 4
- 4
- 4
- 4
- 4
- 4
- 4
- 4
Capstone
1 item
- 4
Optional Co-op
0 items
Complete the following (students must complete ENCP 6100 to qualify for co-op experience):
2 items
- 1
- or: ENCP 6954 Co-op Work Experience - Half-Timeor: ENCP 6955 Co-op Work Experience Abroad - Half-Timeor: ENCP 6965 Co-op Work Experience Abroad0
Source. Northeastern University Professional Programs, catalog 2026-2027 — https://catalog.northeastern.edu/graduate/university-interdisciplinary-programs/artificial-intelligence-ms-bos/. Captured page pages/0241.html.gz. Assembled from the institution's published catalog as captured; every record names its captured page and source URL. Assembled, not asserted.