IS Course Requirements & Courses For Fall '23 For Students
Technical Core (Prerequisites)
- Data Analytics
- Health Information Systems
- Technology and Arts Enterprises
- Technology and International Development
- User Experience (UX)
- Minors and Additional Majors
Technical Core (Prerequisites)
Mathematics
Complete one of the following math courses:| 21-112 | Calculus II | 10 Units |
| 21-120 | Differential and Integral Calculus | 10 Units |
| 21-127 | Concepts of Mathematics | 10 Units |
| 21-240 | Matrix Algebra with Applications | 10 Units |
Computer Science
| 15-110 | Principles of Computing | 10 Units |
| 15-112 | Fundamentals of Programming and Computer Science | 12 Units |
| 15-121 | Introduction to Data Structures | 10 Units |
Information Systems Core
Complete all of these courses:
| 67-100 | Information Systems First Year Colloquium | 1 Unit | First Year |
| 67-200 | Information Systems Research Colloquium | 1 Unit | Second Year |
| 67-262 | Database Design and Development | 9 Units | Second Year |
| 17-313 | Foundations of Software Engineering | 12 Units |
Third/Fourth Year |
| 95-422 | Managing Digital Transformation | 9 Units |
Third/Fourth Year |
Complete one of these:
| 05-391 | Designing Human Centered Software | 12 Units |
| 05-410 | User-Centered Research and Evaluation | 12 Units |
| 05-452 | Service Design | 12 Units |
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Information Systems Breadth
One course from EACH of the three Information Systems Breadth categories are needed to fulfill this requirement:
Professional Communications
| 05-317 | Design of Artificial Intelligence Products | 12 Units |
| 36-315 | Statistical Graphics and Visualization | 9 Units |
| 51-261 |
Communication Design Fundamentals: IxD for Communications |
9 Units |
| 67-265 | Design Fundamentals: Shaping Interactions and Experiences | 9 Units |
| 67-338 | Information and Grid Design | 9 Units |
| 70-321 | Negotiation and Conflict Resolution | 9 Units |
| 70-340 | Business Communications | 9 Units |
| 70-342 | Managing Across Cultures | 9 Units |
| 76-270 | Writing for the Professions | 9 Units |
| 88-418 | Negotiation: Strategies and Behavioral Insights | 9 Units |
| 70-350 |
Acting for Business
|
9 Units |
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Quantitative Analysis & Research Methods
| 36-202 | Statistics and Data Science Methods | 9 Units |
| 36/70-208 | Regression Analysis | 9 Units |
| 36-225 | Introduction to Probability Theory | 9 Units |
| 36-309 | Experimental Design for Behavioral and Social Sciences | 9 Units |
| 36-315 | Statistical Graphics and Visualization | 9 Units |
| 36-350 | Statistical Computing | 9 Units |
| 36-401 | Modern Regression | 9 Units |
| 73-265 | Economics and Data Science | 9 Units |
| 80-305 | Decision Theory | 9 Units |
| 88-251 | Empirical Research Methods | 9 Units |
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Innovation and Entrepreneurship
Students must first complete 67-272 Application Design & Development in order to fulfill one of the courses below towards their Innovation and Entrepreneurship requirement.
| 05-470 | Digital Service Innovation | 12 Units |
| 67-443 |
Mobile Application Design and Development |
12 Units |
| 94-491 |
Hacking for Homeland Security |
12 Units |
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Concentrations
Students must select a concentration or a double major/minor from the options below in order to graduate:
Data Analytics
Fundamentals on Cleaning/Visualizing Data: (Choose one of)
| 36-315 |
Statistical Graphics and Visualization (cannot be double counted for core Professional Communications requirement) |
9 Units |
| *67-364 |
Practical Data Science (cannot be double counted for core Quantitative Analysis requirement) |
9 Units |
Analyzing Data: (Choose one of)
| 88-223 |
Decision Analysis |
9 Units |
| 36-202 |
Methods for Statistics & Data Science (cannot be double counted for core Quantitative Analysis requirement) |
9 Units |
| *05-434 |
Machine Learning in Practice |
12 Units |
| *67-364 | Practical Data Science (cannot be double counted for core Quantitative Analysis requirement) | 9 Units |
Breadth: (Choose one of)
| 70-374 |
Data Mining & Business Analytics |
9 Units |
| 70-462 |
Uncertainty and Risk Modeling |
9 Units |
| 70-467 |
Machine Learning for Business Analytics |
9 Units |
| 95-791 |
Data Mining |
9 Units |
| *05-434 |
Machine Learning in Practice |
12 Units |
| *67-364 | Practical Data Science (cannot be double counted for core Quantitative Analysis requirement) | 9 Units |
*Any course with an asterisk can only count towards one of the above three categories
Summative Course:
| 94-489 |
ML for Public Policy |
9 Units |
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Health Information Systems
Required courses:
| 90-436 |
Health Systems |
6 Units |
| 94-409 |
Healthcare Information Systems (Prerequisites: 90-436, 67-262, 36-200) |
12 Units |
Optional Courses:
| 90-434 |
Health Care Geographic Information Systems |
12 Units |
| 90-472 |
Health Policy |
6 Units |
| 73-328 |
Health Economics |
12 Units |
| 90-433 | Population Health | 6 Units |
| 90-832 | Health Law | 6 Units |
Summative Course:
| 94-739 |
Capstone Project |
12 Units |
Contact Alexandra Lutz ashansen@andrew.cmu.edu the semester before you intend to enroll in the Capstone Project course.
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Technology and Arts Enterprises
Required courses:
| 93-703 |
Arts Enterprises: Structures and Strategies Must be taken in Fall of 3rd year This 12 unit, full-semester, graduate course counts as 2 courses for Concentration purposes |
12 Units |
| 93-430 |
Disruptive Technologies in Arts Enterprises Must be taken in Spring of 3rd year |
6 Units |
Summative Course:
| 94-843 |
Multi-Modal Communication and Research Must be taken in Fall of 4th year |
12 Units |
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Technology and International Development
History/Context of Development: (Choose one of)
| 79-275 |
Introduction to Global Studies |
9 Units |
| 84-318 |
Politics of Developing Nations |
9 Units |
| 90-404 |
Poverty, Inequality and Social Policies: An International Comparison |
12 Units |
| 90-489 |
Resilient & Sustainable Communities |
9 Units |
Working/Communicating Across Cultures: (Choose one of)
| 70-342 |
Managing Across Cultures |
9 Units |
| 76-718 |
Communicating in the Global Marketplace |
9 Units |
| 82-283 |
Language Diversity & Cultural Identity |
9 Units |
| 84-362 |
Diplomacy and Statecraft |
9 Units |
Program development, monitoring, and evaluation:
| 90-823 |
Program Evaluation |
12 Units |
Summative Course:
Consult abroad as part of the Technology Consulting in the Global Community Program
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User Experience (UX)
Fundamentals: (Choose one of)
| 05-392 |
Interaction Design Overview |
9 Units |
| 51-261 |
Design Center: Communication Design Fundamentals: IxD for Communications |
9 Units |
| 67-265 |
Design Fundamentals: Shaping Interactions and Experiences |
9 Units |
Grid Design: (Choose one of)
| 67-338 |
Information & Grid Design |
9 Units |
| 76-391 |
Document & Information Design |
9 Units |
| 90-401 |
Media & Communication Design I |
6 Units |
Toolkit Options: (Choose one of)
| 05-291 |
Learning Media Design |
12 Units |
| 05-452 |
Service Design (Cannot be double counted for core IS HCI requirement.) |
12 Units |
| 49-313 |
Designing for the Internet of Things |
12 Units |
| 51-221 |
Color for Communications, Products, Environments |
9 Units |
| 62-142 |
Digital Photography I |
10 Units |
| 76-481 |
Introduction to Multimedia Design |
12 Units |
Summative Course:
IS Design Capstone: Weaving People, Process, Technology
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Minors and Additional Majors
IDeATe Minors:
- Game Design
- Animation & Special Effects
- Design for Learning
- Media Design
- Sonic Arts
- Innovation & Entrepreneurship
- Intelligent Environments
- Physical Computing
- Soft Technologies
- Immersive Technologies in Arts & Culture
Additional Majors/Second Minors Include:
- Artificial Intelligence
- Business Analytics
- Computational Biology
- Computational Finance
- Computer Science
- Cybersecurity & International Conflict
- Decision Analytics & Systems
- Decision Science
- Economics
- Engineering Studies
- Human-Computer Interaction
- Humanities Analytics
- Information Security, Privacy, and Policy
- Language Technologies
- Machine Learning
- Neural Computation
- Operations & Supply Chain Management
- Policy & Management
- Robotics
- Science, Technology & Society
- Software Engineering
- Statistics
- Technology & Policy
Additional Majors Only:
- Behavioral Economics, Policy, and Organizations (BEPO)
- Business Administration
- Cognitive Science
- Engineering & Public Policy
- Statistics and Machine Learning
Business Administration:
Only if the following conditions are met can the Business Administration minor also be used to meet the IS Concentration requirement.
Required Courses:
| 70-100 |
Global Business |
9 Units |
| 70-122 |
Introduction to Accounting |
9 Units |
| 73-102 |
Principle of Microeconomics |
9 Units |
Constrained Electives (Take one of):
| 70-381 |
Marketing I |
9 Units |
| 70-391 |
Finance |
9 Units |
| 70-371 |
Operations Management |
9 Units |
Note: The BA minor also accepts 70-311 Organizational Behavior, but that will not count toward the Concentration.
Electives:
Take 2 courses from this subset of courses allowed for the BA minor:
| 73-265 |
Economics and Data Science |
9 Units |
| 70-374 |
Data Mining & Business Analytics |
9 Units |
| 70-469 | End to End Business Analytics |
9 Units |
| 70-443 | Digital Marketing & Social Media |
9 Units |
| 70-371 | Operations Management |
9 Units |
| 70-471 | Supply Chain Management |
9 Units |
| 70-460 | Mathematical Models for Consulting | 9 Units |
| 70-462 | Uncertainty and Risk Modeling | 9 Units |
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Electives
The following are optional IS courses (not required for graduation) for interested students.
| 67-220 | Digital Accessibility - Ensuring Universal Access to the Information Society | 9 Units |
| 67-240 | Mobile Web Design & Development | 9 Units |
| 67-309 | Special Topics: Information Assurance and Security | 6 Units |
| 67-328 | Full-Stack Application Development | 9 Units |
| 67-348 | Black Mirror - Cultural Representations of Technology | 9 Units |
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Heinz Courses
The following are courses available for Information Systems students in their junior and senior years to take through Heinz College
| 90-401 | Media & Communication Design I | 6 Units |
| 90-403 | Gender, Politics & Policies- US & World | 6 Units |
| 90-404 | Poverty, Inequality and Social Policies | 12 Units |
| 90-433 | Population Health | 6 Units |
| 90-435 | Public Finance | 12 Units |
| 90-436 | Health Systems | 6 Units |
| 90-442 | Critical AI Studies for Public Policy | 6 Units |
| 90-446 | Civic Engagement as a Community Process | 6 Units |
| 90-463 | Policy and Leadership in Public Edu | 6 Units |
| 94-401 | Acting for Management | 6 Units |
| 94-408 | Management Consulting | 12 Units |
| 94-413 | Project Management | 6 Units |
| 94-423 | Measuring Social | 12 Units |
| 94-432 | Business Intelligence & Data Mining SAS | 6 Units |
| 94-441 | The Ethics and Politics of Data | 6 Units |
| 94-454 | Developing as a Leader | 6 Units |
| 94-483 | Applied Ethical Analysis | 6 Units |
|
94-486 |
Advances in Robotic Process Automation | 6 Units |
| 94-490 | Race, Politics and Policies in the US | 6 Units |
| 94-491 | Hacking for Defense/ Homeland Security | 12 Units |
| 95-408 | IT Project Management | 6 Units |
| 95-410 | Blockchain Fundamentals | 6 Units |
| 95-433 | Internet of Things | 6 Units |
| 95-444 | Cybersecurity Policy and Governance I | 6 Units |
| 95-451 | Making Products Count: Data Sci for PM | 6 Units |
| 95-452 | Intro to Information Security Man | 12 Units |
| 95-475 | IT Business Leadership | 6 Units |
| 95-483 | Ethical Penetration Testing | 6 Units |
| 95-499 | Linux and Open Source | 6 Units |
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