Intercollege Programs
Carnegie Mellon University offers several degree programs and courses of study which are coordinated by multiple colleges, reflecting the interdisciplinary nature of the university. These are detailed below.
BXA Intercollege Degree Programs
The BXA Intercollege Degree Programs enable students the freedom to individualize their educational experience by promoting integration, balance and innovation. There are three degree programs from which to choose:
- Bachelor of Humanities and Arts
- Bachelor of Science and Arts
- Bachelor of Computer Science and Arts
For detailed information on the BXA Intercollege Degree Programs, go to http://coursecatalog.web.cmu.edu/servicesandoptions/intercollegeprograms/bxaintercollege/.
Bachelor of Science in Computational Biology
Computational Biology is concerned with solving biological and biomedical problems using mathematical and computational methods. It is recognized as an essential element in modern biological and biomedical research. There have been fundamental changes in biology and medicine over the past decade due to spectacular advances in biomedical imaging, genomics, and proteomics. The nature of these changes demands the application of novel theories and advanced computational tools to decipher the implications of these data, and to devise methods of controlling or modifying biological function. Consequently, Computational Biologists must be well trained and grounded in biology, mathematics, and computer science.
The School of Computer Science and Mellon College of Science have joined forces to establish an exciting interdisciplinary program leading to a B.S. in Computational Biology. The goal of this degree program is to provide an intensive interdisciplinary education to enable outstanding students to become leaders in identifying and solving tomorrow's biological problems using computational methods. The program's curriculum is truly interdisciplinary and is designed for students interested in the intersection of Biology and Computer Science.
Applications to the program are invited from current sophomores. Applicants must have completed, or be currently enrolled in: and . Applicants must submit an informal transcript (whiteprint, obtainable from their academic advisor) and an essay describing their interest in the program. Completed applications should be submitted to Dr. Maggie Braun at mabraun@andrew.cmu.edu in Doherty Hall 1320, Dr. Karen Thickman at krthickman@cmu.edu in Gates-Hillman Center 7403, or Dr. Tom Cortina at tcortina@cs.cmu.edu in Gates-Hillman Center 4117 no later than one week after midsemester grades are released in a given semester.
Degree Requirements
47 unitsMath/Stats Core
| 21-120 | Differential and Integral Calculus | 10 |
| 21-122 | Integration, Differential Equations and Approximation | 10 |
| 21-127 | Concepts of Mathematics | 10 |
| 21-xxx | Math Elective (21-241, 21-260, 21-341) | 9 |
| 36-xxx | Statistics Elective (36-217, 36-225, 36-247, 36-625) | 9 |
41 unitsGeneral Science Core
| 09-105 | Introduction to Modern Chemistry I | 10 |
| 09-106 | Modern Chemistry II | 10 |
| 09-217 | Organic Chemistry I | 9 |
| 33-111 | Physics I for Science Students | 12 |
51 unitsBiological Sciences Core
| 03-121 | Modern Biology | 9 |
| 03-231 | Biochemistry I | 9 |
| or 03-232 | Biochemistry I | |
| 03-240 | Cell Biology | 9 |
| 03-330 | Genetics | 9 |
| 03-342 | Introduction to Biological Laboratory Practices * | 1 |
| 03-343 | Experimental Techniques in Molecular Biology * | 12 |
| 03-201 | Undergraduate Colloquium for Sophomores | 1 |
| or 15-128 | Freshman Immigration Course | |
| 03-411 | Topics in Research | 1 |
* these two courses are co-requisites and must be taken together.
56 units Computer Science Core
| 15-122 | Principles of Imperative Computation | 10 |
| 15-150 | Principles of Functional Programming | 10 |
| 15-210 | Parallel and Sequential Data Structures and Algorithms | 12 |
| 15-251 | Great Theoretical Ideas in Computer Science | 12 |
| 15-451 | Algorithm Design and Analysis | 12 |
45-54 unitsMajor Electives
| 03-511 | Computational Molecular Biology and Genomics | 9 |
| 03-xxx, 05-xxx, or 02-xxx Computational Biology Electives | 18-24 | |
| 03-3xx | Advanced Biology Elective | 9 |
| 15-xxx | Advanced Computer Science Elective (15-211 or higher) | 9 |
75 unitsGeneral Education
| 99-10x | Computing @ Carnegie Mellon | 3 |
| 76-101 | Interpretation and Argument | 9 |
| Elective Cognition, Choice and Behavior | 9 | |
| Elective Economics, Political and Social Institutions | 9 | |
| Elective Cultural Analysis | 9 | |
| Non-technical Elective | 9 | |
| Non-technical Elective | 9 | |
| Non-technical Elective | 9 | |
| Non-technical Elective | 9 | |
40-49 unitsFree Electives
360Minimum number of units required for degree:
Bachelor of Science in Computational Finance
The Mellon College of Science, the Heinz College of Public Policy and Management and the Tepper School of Business jointly offer a degree uniquely designed to meet the quantitative needs of the finance industry. Modeled after the highly successful Carnegie Mellon Master of Science in Computational Finance, this degree allows students to develop a deep knowledge of mathematics, probability, statistics, and the applications of these disciplines to finance. Students who complete this degree may directly enter the finance industry, enter other industries where an applied mathematics training is appropriate, or pursue advanced degrees in economics, finance or the mathematical sciences. Students entering the work force upon completion of this degree may wish to later complement their undergraduate degree with a Master's degree in Business Administration or other professional degree. Students who might eventually pursue doctoral degrees in economics, finance, statistics or mathematics should seek advising on how to use their electives in order to prepare for graduate work in their chosen disciplines. Students apply for admission to the B.S. program in Computational Finance in the second semester of the sophomore year. Later application is also possible.
The Bachelor of Science in Computational Finance is an Intercollegiate Program. Students who pursue Computational Finance as their primary major may elect to have either the Mellon College of Science (MCS) or the Tepper School of Business (Tepper) as their home college. The coursework required for the major is the same in either case, with one minor exception outlined below. The general education requirements for the degree depend on the student's home college. MCS students must complete the same Humanities, Social Sciences, and Fine Arts requirements as other MCS students. In addition, MCS students are required to take two science courses, one fewer than other MCS majors. Tepper students must complete the Breadth Requirements of the Undergraduate Business Administration Program. Additionally, they must take several courses from the Functional Business Core of that program.
Majors in Computational Finance can tailor their degree program by selecting Depth Electives aligned with their interests and ambitions. MCS students are required to take three depth electives. Tepper students must take two depth electives and 70-391 Finance (MCS students may select 70-391 as one of their four depth electives).
MCS Science Requirements
Students intending to apply to the B.S. program in Computational Finance should take two semesters of calculus, 21-120 Differential and Integral Calculus and 21-122 Integration, Differential Equations and Approximation, and 15-110 Principles of Computing.
| In addition, in the freshman year students should complete two of the following three courses: | ||
| 03-121 | Modern Biology | 9 |
| 09-105 | Introduction to Modern Chemistry I | 10 |
| 33-111 | Physics I for Science Students | 12 |
MCS Humanities, Social Sciences & Fine Arts Requirements
Candidates for the B. S. in Computational Finance must complete 72 units offered by the College of Humanities and Social Science and/or the College of Fine Arts. Of these 72 units, 36 are specified by the detailed curriculum in below. These are:
| 76-101 | Interpretation and Argument | 9 |
| 73-100 | Principles of Economics | 9 |
| 73-230 | Intermediate Microeconomics | 9 |
| 73-240 | Intermediate Macroeconomics | 9 |
Two of the remaining four courses must be in specific categories as listed in the section on general requirements for a Bachelor's degree in the Mellon College of Science. One in Category 1: Cognition, Choice and Behavior, and one in Category 3: Cultural Analysis.
Tepper Functional Business Core
The Functional Business Core of the Undergraduate Business Administration Program includes 70-122 Introduction to Accounting, which is required by all Computational Finance majors. It also includes 70-391 , which Tepper students majoring in Computational Finance must take in place of one Depth Elective. In addition, Tepper students pursuing the B.S. in Computational Finance must complete six other courses from the Functional Business Core.
| These courses are: | ||
| 70-100 | Global Business | 9 |
| 70-311 | Organizational Behavior | 9 |
| 70-332 | Business, Society and Ethics | 9 |
| 70-371 | Production/Operations Management | 9 |
| 70-381 | Marketing I | 9 |
| 70-401 | Management Game | 12 |
Tepper Breadth Requirements
Candidates for the B.S. in Computational Finance must complete the breadth requirements outlined in the section describing the Undergraduate Business Administration Program.
Depth Electives
| The detailed curricula below include three or four depth electives. These may be chosen from among the following: | ||
| 21-355 | Principles of Real Analysis I | 9 |
| 21-365 | Projects in Applied Mathematics | 9 |
| 21-372 | Partial Differential Equations | 9 |
| 36-401 | Modern Regression | 9 |
| 36-402 | Advanced Data Analysis | 9 |
| 36-461 | Special Topics: Epidemiology | 9 |
| 70-391 | Finance | 9 |
| 70-398 | International Finance | 9 |
| 70-492 | Investment Analysis | 9 |
| 70-495 | Corporate Finance | 9 |
| 70-497 | Derivative Securities | 9 |
| 73-252 | Advanced Microeconomic Theory | 6 |
| 73-253 | Advanced Macroeconomic Theory | 6 |
| 73-372 | International Money and Finance | 9 |
| 73-392 | Financial Economics | 9 |
| 73-420 | Monetary Theory and Policy | 9 |
MCS Detailed Curriculum
What follows is the detailed curriculum for the degree Bachelor of Science in Computational Finance in the Mellon College of Science. The courses listed are required. The semesters in which the courses are to be taken are suggested.
Freshman Year
| Fall | Units | |
| 15-110 | Principles of Computing | 10 |
| 21-120 | Differential and Integral Calculus | 10 |
| 76-101 | Interpretation and Argument | 9 |
| 99-101 | Computing @ Carnegie Mellon | 3 |
| xx-xxx | Science Requirement | 9-12 |
| 41-44 | ||
| Spring | Units | |
| 15-112 | Fundamentals of Programming and Computer Science | 12 |
| 21-122 | Integration, Differential Equations and Approximation | 10 |
| 70-122 | Introduction to Accounting | 9 |
| xx-xxx | Science Requirement (9-12 units) | 12 |
| xx-xxx | Elective | 9 |
| 52 | ||
Sophomore Year
| Fall | Units | |
| 21-241 | Matrices and Linear Transformations | 10 |
| or 21-242 | Matrix Theory | |
| or 21-341 | Linear Algebra | |
| 21-259 | Calculus in Three Dimensions | 9 |
| 21-260 | Differential Equations | 9 |
| 73-100 | Principles of Economics | 9 |
| xx-xxx | Humanities, Social Science or Fine Arts Elective | 9 |
| 46 | ||
| Spring | Units | |
| 21-127 | Concepts of Mathematics | 10 |
| 21-270 | Introduction to Mathematical Finance | 9 |
| 21-369 | Numerical Methods | 9 |
| 73-230 | Intermediate Microeconomics | 9 |
| xx-xxx | Elective | 9 |
| 46 | ||
Junior Year
| Fall | Units | |
| 15-122 | Principles of Imperative Computation | 10 |
| 21-325 | Probability | 9 |
| 21-370 | Discrete Time Finance | 9 |
| 73-240 | Intermediate Macroeconomics | 9 |
| xx-xxx | Elective | 9 |
| 46 | ||
| Spring | Units | |
| 21-420 | Continuous-Time Finance | 9 |
| 36-226 | Introduction to Statistical Inference | 9 |
| 36-410 | Introduction to Probability Modeling | 9 |
| xx-xxx | Humanities, Social Science or Fine Arts Elective | 9 |
| xx-xxx | Depth Elective | 9 |
| 45 | ||
Senior Year
| Fall | Units | |
| 45-816 | Studies in Financial Engineering | 6 |
| 90-718 | Strategic Presentation Skills | 6 |
| 94-700 | Organizational Design & Implementation | 6 |
| xx-xxx | Depth Elective | 9 |
| xx-xxx | Humanities, Social Science or Fine Arts | 9 |
| xx-xxx | Elective | 9 |
| 45 | ||
| Spring | Units | |
| 94-701 | Business English | 6 |
| xx-xxx | Depth Elective | 9 |
| xx-xxx | Humanities, Social Science or Fine Arts Elective | 9 |
| xx-xxx | Elective | 9 |
| xx-xxx | Elective | 9 |
| xx-xxx | Elective | 0-6 |
| 42-48 | ||
Tepper Detailed Curriculum
What follows is the detailed curriculum for the degree Bachelor of Science in Computational Finance in the Tepper School of Business. The courses listed are required. The semesters in which the courses are to be taken are suggested.
Freshman Year
| Fall | Units | |
| 15-110 | Principles of Computing | 10 |
| 21-120 | Differential and Integral Calculus | 10 |
| or 21-122 | Integration, Differential Equations and Approximation | |
| 70-100 | Global Business | 9 |
| 73-100 | Principles of Economics | 9 |
| 76-101 | Interpretation and Argument | 9 |
| 99-101 | Computing @ Carnegie Mellon | 3 |
| 50 | ||
| Spring | Units | |
| 15-112 | Fundamentals of Programming and Computer Science | 12 |
| 21-122 | Integration, Differential Equations and Approximation | 10 |
| 21-241 | Matrices and Linear Transformations | 10 |
| 73-230 | Intermediate Microeconomics | 9 |
| xx-xxx | Breadth Course | 9 |
| xx-xxx | Breadth Course | 9 |
| 59 | ||
Sophomore Year
| Fall | Units | |
| 21-259 | Calculus in Three Dimensions | 9 |
| 21-260 | Differential Equations | 9 |
| 21-325 | Probability | 9 |
| 70-122 | Introduction to Accounting | 9 |
| 73-240 | Intermediate Macroeconomics | 9 |
| 45 | ||
| Spring | Units | |
| 21-127 | Concepts of Mathematics | 10 |
| 21-270 | Introduction to Mathematical Finance | 9 |
| 36-226 | Introduction to Statistical Inference | 9 |
| 70-311 | Organizational Behavior | 9 |
| 70-381 | Marketing I | 9 |
| 46 | ||
Junior Year
| Fall | Units | |
| 15-122 | Principles of Imperative Computation | 10 |
| 21-370 | Discrete Time Finance | 9 |
| 70-391 | Finance | 9 |
| xx-xxx | Breadth Course | 9 |
| xx-xxx | Elective | 9 |
| 46 | ||
| Spring | Units | |
| 21-369 | Numerical Methods | 9 |
| 21-420 | Continuous-Time Finance | 9 |
| 36-410 | Introduction to Probability Modeling | 9 |
| 70-371 | Production/Operations Management | 9 |
| xx-xxx | Breadth Course | 9 |
| 45 | ||
Senior Year
| Fall | Units | |
| 45-816 | Studies in Financial Engineering | 6 |
| 70-332 | Business, Society and Ethics | 9 |
| 70-401 | Management Game | 12 |
| xx-xxx | Breadth Course | 9 |
| xx-xxx | Depth Elective | 9 |
| 45 | ||
| Spring | Units | |
| 90-718 | Strategic Presentation Skills | 6 |
| 94-701 | Business English | 6 |
| xx-xxx | Depth Elective | 9 |
| xx-xxx | Breadth Course | 9 |
| xx-xxx | Breadth Course | 9 |
| xx-xxx | Elective | 9 |
| 48 | ||
Minor in Computational Finance
Students do not need to apply for the minor in Computational Finance, however in order to declare the minor in Computational Finance, a student must satisfy one of the following two requirements:
- Completion of 21-270 Introduction to Mathematical Finance with a grade of A and an overall QPA of at least 3.2.
or
2. Completion of 21-270 Introduction to Mathematical Finance and
21-370 Discrete Time Finance with an average grade of B and an
overall QPA of at least 3.0.
When a student has met the necessary requirements, he or she may declare the minor by contacting the Associate Director of the Undergraduate Computational Finance program.
| 21-241 | Matrices and Linear Transformations | 9-10 |
| or 21-242 | Matrix Theory | |
| or 21-341 | Linear Algebra | |
| 21-259 | Calculus in Three Dimensions | 9 |
| or 21-256 | Multivariate Analysis | |
| 21-260 | Differential Equations | 9 |
| 21-270 | Introduction to Mathematical Finance | 9 |
| 21-370 | Discrete Time Finance * | 9 |
| 21-420 | Continuous-Time Finance ** | 9 |
To avoid excessive double counting, Mathematical Sciences majors may not count 21-270 Introduction to Mathematical Finance, 21-370 Discrete Time Finance or 21-420 Continuous-Time Finance toward any other requirement.
*The re-requisites for 21-370 are 21-270 and either 21-256 or 21-259 , and the co-requisite is 70-207 , 21-325 , 36-225 or 36-217. Note that 70-207 is not accepted as a prerequisite for 21-420.
** The pre-requisites for 21-420 are 21-260 , 21-370 and one of the following three calculus based probability courses: 21-325 , 36-225 or 36-217 . Note that 70-207 is not a sufficient preparation in probability. Also note that 21-122 is a prerequisite for 21-260 and that 21-127 is a prerequisite for 21-341 and is recommended for 21-241 .
Students minoring in Computational Finance are strongly encouraged to take one or two economics course, e.g., 73-100, 73-230 , or 73-240 .
Minor in Health Care Policy and Management
Sponsored by:
H. John Heinz III College
Dietrich College of Humanities and Social Sciences
Mellon College of Science
Faculty Advisors:
Caroline Acker, Dietrich College of Humanities and Social Sciences
Patti Lee, H. John Heinz III College
Justin Crowley, Mellon College of Science
The face of health care is changing. The practice of medicine is being fundamentally altered by the forces of change in public policy, health care organizations and in the industry as a whole. The role of individual professionals in this industry is changing as rapidly as the industry itself. Traditional career paths have disappeared overnight to be replaced by new opportunities that require new skills. New organizations are placing new demands on their professional and medical staffs. The criteria of efficiency and financial stability are entering the domains of diagnosis and treatment.
This minor is designed to provide students considering a career in the health professions with an understanding of how these changes are likely to affect their careers. Students will become familiar with the critical policy and management issues and will begin to learn to operate effectively in the emerging health care environment. The curriculum combines economic, organizational, managerial, historical and psychological perspectives on these issues to provide a foundation for a deepened understanding of the changing structure of health care organizations and policy.
60 units minimumCurriculum
Seven courses (a minimum of 60 units) are required to complete this minor. Entry into the minor requires completion of 73-100 Principles of Economics or 88-220 Policy Analysis I or the equivalent by approval.
39 unitsRequired Courses
| Students are required to take the following courses. | ||
| 79-330 | Medicine and Society | 9 |
| 90-836 | Health Systems | 6 |
| 90-861 | Health Policy | 6 |
| 94-705 | Health Economics | 12 |
27 units
Elective Courses
Complete a minimum of 27 units.
| Heinz College Courses | ||
| 90-708 | Healthcare Ethics | 6 |
| 90-721 | Healthcare Management | 6 |
| 90-818 | Health Care Quality & Performance Improvement | 6 |
| 90-830 | Introduction to Financial Management of Health Care | 6 |
| 90-831 | Advanced Financial Management of Health Care | 6 |
| 90-832 | Health Law | 12 |
| 90-863 | Health Policy II | 6 |
| 94-706 | Healthcare Information Systems | 12 |
| Humanities and Social Sciences Courses (9 units each) | ||
| 76-494 | Healthcare Communications | 9 |
| 79-335 | Drug Use and Drug Policy | 9 |
| 79-383 | Epidemic Disease and Public Health | 9 |
| 80-245 | Medical Ethics | 9 |
| 80-247 | Ethics and Global Economics | 9 |
| 85-241 | Social Psychology | 9 |
| 85-442 | Health Psychology | 9 |
| 85-446 | Psychology of Gender | 9 |
Please note that some of these courses have prerequisites that will not count toward the completion of the requirements for this minor.
Additional Major in Human-Computer Interaction
Robert Kraut, Undergraduate Advisor
Office: Newell Simon Hall (NSH) 3515
For up to date information, see: http://www.hcii.cmu.edu/applying-undergraduate-major
Overview
Human-Computer Interaction (HCI) is a fast growing field devoted to the design, implementation, and evaluation of interactive computer-based technology. Examples of HCI products include intelligent computer tutors, wearable computers, social networking sites, and internet connected personal digital assistants (PDAs). Constructing an HCI product is a cyclic, iterative process that has at least three stages: Design, Implementation, and Evaluation.
The Design stage involves principles of design and human behavior, the Implementation stage principles of computer science, and the Evaluation stage empirical research methods common to several disciplines. There are thus four topical areas to cover in this major: Human Behavior, Design, Implementation, and Evaluation. In slightly more detail, the major involves the following sorts of knowledge and skill:
Design
- Eliciting from the client, formulating, and articulating functional specifications
- Knowing how human factors and cognitive models should inform design
- Knowing the principles of, and having experience with, communication design
- Understanding how implementation constraints should inform design
- Incorporating evaluation results into iterated designs
Implementation Programming Skills
- Standard programming languages - e.g., C++, Java
- Rapid prototyping skill (e.g., Visual Basic, Flash)
- Computational literacy, i.e., knowledge sufficient for effective communication and decision making about:
- interface construction tools and languages
- multimedia authoring tools
- data structures and algorithms
- Operating systems, platforms, etc.
Evaluation
- Experimental design
- Focus Groups
- Surveys
- Usability Testing (Cognitive walkthroughs, user models, heuristic evaluation, GOMS)
- Statistical Analysis
There are over 45 courses relevant to these areas that are now offered by eight different departments in four different colleges at Carnegie Mellon (the School of Computer Science, the College of Humanities and Social Sciences, and the College of Fine Arts, and the Tepper School of Business).
Curriculum
Required Courses
| Cognitive Psychology: | Units | |
| 85-211 | Cognitive Psychology | 9 |
| or 85-213 | Human Information Processing and Artifical Intelligence | |
| Communication Design Fundamentals: | ||
| 51-261 | Communication Design Fundamentals b | 9 |
| Statistics (one of the following): | ||
| 36-201 | Statistical Reasoning and Practice | 9 |
| 36-207 | Probability and Statistics for Business Applications | 9 |
| 36-220 | Engineering Statistics and Quality Control | 9 |
| 36-225-36-226 | Introduction to Probability Theory and Introduction to Statistical Inference | 18 |
| 36-247 | Statistics for Lab Sciences | 9 |
| 70-207 | Probability and Statistics for Business Applications | 9 |
| Introduction to Programming: | ||
| 15-110 | Principles of Computing | 10 |
| or 15-112 | Fundamentals of Programming and Computer Science | |
| or 15-121 | Introduction to Data Structures | |
| Basic Interaction Design: | ||
| 51-421 | Basic Interaction c | 9 |
| or 51-422 | Basic Interaction | |
| Evaluation (one of the following): | ||
| 36-202 | Statistical Methods a | 9 |
| 36-208 | Regression Analysis | 9 |
| 36-303 | Sampling, Survey and Society | 9 |
| 36-309 | Experimental Design for Behavioral and Social Sciences | 9 |
| 85-310 | Research Methods in Cognitive Psychology | 9 |
| 85-340 | Research Methods in Social Psychology | 9 |
| 88-251 | Empirical Research Methods | 9 |
| 70-208 | Regression Analysis | 9 |
| 70-481 | Marketing Research | 9 |
| Human-Computer Interaction Methods | ||
| 05-410 | User-Centered Research and Evaluation | 12 |
| Interface Programming: | ||
| 05-430 | Programming Usable Interfaces | 6 |
| or 05-431 | Software Structures for User Interfaces | |
| 05-433 | User Interface Lab | 9 |
| Project Course: | ||
| 05-571 | Undergraduate Project in HCI | 12 |
Notes
a The evaluation and statistics courses are required so that majors will be able to understand and conduct empirical research in HCI. Therefore a mathematically-oriented probability course, such as 36-217 Probability Theory and Random Processes does not fulfill either requirement.
b Design majors do not need to take 51-261 Communication Design Fundamentals as a prerequiste, since they learn similar material in other courses for their major. HCI undergraduates taking Communication Design Fundamentals must go to the School of Design office, MM 110, to register for the course on their assigned day. ID will be required.
c HCI double majors are guaranteed a place in 51-422 Basic Interaction, offered every spring by the School of Design for HCI double majors. Students intending to take 51-422 must visit the School of Design office in MM 110 during registration week to fill out an instructor-permission request form. The content of this course is comparable to 51-421 (Fall).
Electives (18 Units)
Electives are intended to provide HCI double majors advanced concepts and skills relevant to HCI or breadth of experience not available from their primary major. Given these goals, most electives will be 300-level courses or higher. Courses at the 100-level and 200-level in one's primary major will not count as electives, although the same course taken by a non-major may count (approval is still required).
Students can take electives in the HCII or courses relevant to HCI from many other departments on campus. All electives are approved on a case-by-case basis. Undergraduate majors request approval of an elective using The HCI Institute’s EASy requrements’ management system. The director of the undergraduate program will approve the request, ask for more information or reject it. The EASy system then deeps a record of the electives approved for a particular student.
The following courses have been approved as electives in the past, organized by the offering department:
| Human-Computer Interaction | Units | |
| 05-320 | Social Web | 12 |
| 05-395 | Applications of Cognitive Science | 9 |
| 05-413 | Human Factors | 9 |
| 05-431 | Software Structures for User Interfaces | 6 |
| 05-540 | Rapid Prototyping of Computer Systems | 12 |
| 05-589 | Independent Study in HCI-UG | -1 |
| Machine Learning | ||
| 10-601 | Machine Learning | 12 |
| Computer Science | ||
| 15-390 | Entrepreneurship for Computer Science | 9 |
| 15-421 | Web Commerce, Security and Privacy | 12 |
| 15-437 | Web Application Development | 12 |
| 15-462 | Computer Graphics | 12 |
| 15-466 | Computer Game Programming | 12 |
| Statistics | ||
| 36-201 | Statistical Reasoning and Practice | 9 |
| 36-309 | Experimental Design for Behavioral and Social Sciences | 9 |
| Architecture | ||
| 48-739 | Making Things Interactive (Graduate) | 12 |
| Design | ||
| 51-241 | How People Work | 9 |
| 51-274 | Design and Social Change | 9 |
| 51-324 | Basic Prototyping | 4.5 |
| 51-383 | Topics: Conceptual Models | 9 |
| 51-385 | Design for Service | 9 |
| 51-424 | Web Portfolio | 4.5 |
| Art | ||
| 60-418 | ETB Studio: The Interactive Image | 10 |
| Business Administration | ||
| 70-414 | Technology Based Entrepreneurship for CIT | 9 |
| 70-637 | Interactive Media Design Management | 9 |
| 70-643 | Publishing on the World Wide Web | 9 |
Double Counting
All prerequisites can be double counted with any requirements in your primary major. At most three non-prerequisite courses can be double counted with the primary major and the HCI second major. For example, if you are majoring in Cognitive Psychology, then you might want to take 85-211 (Intro to Cognitive Psychology) as one of your three double counts. If more than three of the requirements are already in your primary major, then you must add electives until you have eight HCI courses not required as part of your primary major.
Accelerated Master's Programs
The HCI Institute currently offers a three semester (12-month), 15 course Masters in HCI. Undergraduates who have taken the core courses, and an elective on the 400 level or above will be considered eligible for the Accelerated Masters program. These students, which include all undergraduate HCI majors, can apply for the Accelerated Masters program by November 1st
of their Senior year, and can begin the Masters program in the Spring of their Senior year. They can finish the Masters degree after the Summer and Fall.
Admission to the Major
The HCI undergraduate major is currently available only as a second major. Because space is limited in the major's required courses, enrollment in the HCI undergraduate major is currently limited to 25 students in each graduating class. 6 with a primary major in Design, 6 in H&SS, 6 in SCS, and 7 anywhere. Applications are processed once a year, during Spring Break. For more detail, see the website: www.hcii.cs.cmu.edu/Academics/Undergrad/undergrad.html
B.S. in Mathematical and Statistical Sciences
This degree program is administered under the joint Science & Humanities Scholars Program between the Mellon College of Science and the College of Humanities & Social Sciences. To qualify, a student must be acceptable for admission to both colleges.
85 UnitsMathematical Sciences:
| 21-120 | Differential and Integral Calculus | 10 |
| 21-122 | Integration, Differential Equations and Approximation | 10 |
| 21-127 | Concepts of Mathematics | 10 |
| 21-241 | Matrices and Linear Transformations | 10 |
| 21-259 | Calculus in Three Dimensions | 9 |
| 21-201 | Undergraduate Colloquium | 1 |
| 21-292 | Operations Research I | 9 |
| 21-355 | Principles of Real Analysis I | 9 |
or
| 21-369 | Numerical Methods | 9 |
| 21-xxx | Mathematical Science Elective | |
| 21-xxx | Mathematical Science Elective |
36 UnitsProbability and Statistics:
| 21-325 | Probability | 9 |
| or 36-225 | Introduction to Probability Theory | |
| Note: 21-325 Probability is preferred. | ||
| 36-226 | Introduction to Statistical Inference | 9 |
| 36-410 | Introduction to Probability Modeling | 9 |
| 36-461 | Special Topics: Epidemiology | 9 |
27 UnitsData Analysis:
| 36-247 | Statistics for Lab Sciences | 9 |
| 36-309 | Experimental Design for Behavioral and Social Sciences | 9 |
or
| 36-303 | Sampling, Survey and Society | 9 |
| 36-401 | Modern Regression | 9 |
18 UnitsStatistics and Data Analysis Electives:
| Complete two courses from the following: | ||
| 21-393 | Operations Research II | 9 |
| 36-402 | Advanced Data Analysis | 9 |
| 36-462 | Topics in Statistics: | 9 |
In consultation with his/her advisor, the student may also arrange to take Statistics graduate courses (36-7xx) to satisfy part of this requirement.
Joint MCS/H&SS Core other than Mathematical Science
103-107 Unitsor Statistics courses:
Free Electives:
Enough to reach 360 Units
Sample Course Sequence: Math & Statistical Sciences
Freshman Year
| Fall | ||
| 21-120 | Differential and Integral Calculus | 10 |
| 21-127 | Concepts of Mathematics | 10 |
| 76-101 | Interpretation and Argument | 9 |
| 33-111 | Physics I for Science Students | 12 |
| 99-10x | Computing @ Carnegie Mellon |
| Spring | ||
| 21-122 | Integration, Differential Equations and Approximation | 10 |
| 36-247 | Statistics for Lab Sciences | 9 |
| 79-104 | Global Histories | 9 |
| xx-xxx | Science | |
| xx-xxx | Freshman Seminar |
Sophomore Year
| Fall | ||
| 21-201 | Undergraduate Colloquium | 1 |
| 21-241 | Matrices and Linear Transformations | 10 |
| 36-309 | Experimental Design for Behavioral and Social Sciences | 9 |
| xx-xxx | Economic, Political and Social Institutions | |
| xx-xxx | Science | |
| xx-xxx | Elective |
| Spring | ||
| 21-201 | Undergraduate Colloquium | 1 |
| 21-259 | Calculus in Three Dimensions | 9 |
| 21-292 | Operations Research I | 9 |
| xx-xxx | Cultural Analysis | |
| xx-xxx | Electives |
Junior Year
| Fall | ||
| 21-355 | Principles of Real Analysis I | 9 |
| 21-325 | Probability | 9 |
| xx-xxx | Cognition, Choice and Behavior | |
| xx-xxx | Electives |
| Spring | ||
| 21-xxx | Mathematical Science Elective | |
| 36-226 | Introduction to Statistical Inference | 9 |
| 36-410 | Introduction to Probability Modeling | 9 |
| xx-xxx | Creative Production & Reflection | |
| xx-xxx | Electives |
Senior Year
| Fall | ||
| 21-393 | Operations Research II | 9 |
| 36-401 | Modern Regression | 9 |
| 36-461 | Special Topics: Epidemiology | 9 |
| xx-xxx | Electives |
| Spring | ||
| 21-xxx | Mathematical Science Elective | |
| 36-402 | Advanced Data Analysis | 9 |
| 36-xxx | Senior Research Elective | |
| xx-xxx | Electives |
Bachelor of Science in Music and Technology
The Bachelor of Science in Music and Technology is offered jointly by the School of Music, the School of Computer Science (SCS), and the Carnegie Institute of Technology (CIT).
This program consists of a set of courses that span both music and technology, as well as a capstone composition/design/performance project. Courses in all three areas of study are stipulated in the music and technology undergraduate curriculum and provide for students coming from any of the three areas. In other words, regardless of a student’s entry point — an interest in computer science, electrical engineering, or music — the coursework prescribed will allow the student to gain the requisite knowledge and experience in all three areas. Students will work closely with advisors and will be guided in both course selection and capstone projects.
85 unitsGeneral Requirements
Seminar
| 57-570 | Music and Technology Seminar (8 semesters) * | 8 |
* for a total of 8 units.
University
| 99-10x | Computing @ Carnegie Mellon | 3 |
| 76-101 | Interpretation and Argument | 9 |
| 79-104 | Global Histories | 9 |
Humanities
| xx-xxx | Cognition, Choice and Behavior course | 9 |
| xx-xxx | English, History, Modern Languages, Philosophy, or Psychology course | 9 |
Mathematics
| 21-120 | Differential and Integral Calculus | 10 |
| 21-122 | Integration, Differential Equations and Approximation | 10 |
Science
| 33-114 | Physics of Musical Sound | 9 |
| 33-106 | Physics I for Engineering Students | 12 |
24 unitsElectives
95 unitsMusic Core
| 57-100 | Convocation (8 semesters) | 8 |
| 57-152 | Harmony I | 9 |
| 57-153 | Harmony II | 9 |
| 57-408 | Form and Analysis | 6 |
| 57-151 | Counterpoint in Theory and Application | 6 |
| 57-258 | 20th-21st Century Techniques | 6 |
| 57-257 | Orchestration I | 6 |
| 57-271 | Orchestration II | 6 |
| 57-189 | Introduction to Repertoire and Listening for Musicians | 3 |
| 57-190 | Repertoire and Listening for Musicians I | 3 |
| 57-289 | Repertoire and Listening for Musicians II | 3 |
| 57-290 | Repertoire and Listening for Musicians III | 3 |
| 57-181 | Solfege I | 3 |
| 57-182 | Solfege II | 3 |
| 57-183 | Solfege III | 3 |
| 57-184 | Solfege IV | 3 |
| 57-161 | Eurhythmics I | 3 |
| 57-162 | Eurhythmics II | 3 |
| 57-173 | Survey of Western Music History | 9 |
121 unitsMusic and Technology Core
| 15-110 | Principles of Computing | 10 |
| or 15-121 | Introduction to Data Structures | |
| 15-122 | Principles of Imperative Computation | 10 |
| 15-322 | Introduction to Computer Music | 9 |
| 18-100 | Introduction to Electrical and Computer Engineering | 12 |
| 18-202 | Mathematical Foundations of Electrical Engineering | 12 |
| 18-290 | Signals and Systems | 12 |
| 57-101 | Introduction to Music Technology | 6 |
| 57-347 | Electronic and Computer Music | 6 |
| 57-337 | Sound Recording | 6 |
| 57-338 | Sound Editing and Mastering | 6 |
| 57-438 | Multitrack Recording | 9 |
| 57-57x | Music and Technology Project | 12 |
| 57-57x | Music and Technology Project | 12 |
Students complete either the Music Concentration or the Technical Concentration:
60 unitsMusic Concentration
| 57-5xx | Studio (4 semesters) | 36 |
| 57-4xx | Major Ensemble (4 semesters) | 24 |
57 or 55 unitsTechnical Concentration
| 21-127 | Concepts of Mathematics | 10 |
| 15/18-213 | Introduction to Computer Systems | 12 |
AND EITHER:
| 18-220 | Electronic Devices and Analog Circuits | 12 |
| 18-240 | Structure and Design of Digital Systems | 12 |
| 15-2xx/18-3xx Electives in ECE or CS | 12 | |
| or above | ||
OR:
| 15-128 | Freshman Immigration Course | 1 |
| 15-210 | Parallel and Sequential Data Structures and Algorithms | 12 |
| 15-323 | Computer Music Systems and Information Processing | 9 |
| 15-2xx/18-3xx Electives in ECE or CS | 12 | |
| or above | ||
| Total number of units required for major | 380 |
Major in Psychology & Biological Sciences
This major is intended to reflect the interdisciplinary nature of current research in the fields of biology and psychology, as well as the national trend in some professions to seek individuals broadly trained in both the social and natural sciences.
Note: Students entering from the College of Humanities and Social Sciences will earn a Bachelor of Science in Psychology and Biological Sciences. Students in the Mellon College of Science will earn a Bachelor of Science in Biological Sciences and Psychology. Students in the joint Science and Humanities Scholars (SHS) program can complete the SHS educational core and choose either departmental order for their diploma.
Depending on a student's home college (H&SS or MCS), General Education (GenEd) requirements will be different. GenEd requirements for H&SS and MCS are found on their respective Catalog pages.
Degree Requirements:
| Biological Sciences | Units | |
| 03-121 | Modern Biology | 9 |
| 03-231 | Biochemistry I | 9 |
| 03-240 | Cell Biology | 9 |
| 03-201/202 | Undergraduate Colloquium for Sophomores | 2 |
| 03-330 | Genetics | 9 |
| 03-343 | Experimental Techniques in Molecular Biology | 12 |
| 03-411 | Topics in Research | 1 |
| 03-412 | Topics in Research | 1 |
| 03-xxx | General Biology Elective | 9 |
| 03-3xx | Advanced Biology Elective | 9 |
| 03-3xx | Advanced Biology Elective | 9 |
| Total Biology units | 79 | |
| Mathematics, Statistics, Physics and Computer Science | Units | |
| 21-120 | Differential and Integral Calculus | 10 |
| 21-122 | Integration, Differential Equations and Approximation | 10 |
| or 21-124 | Calculus II for Biologists and Chemists | |
| 36-247 | Statistics for Lab Sciences | 9 |
| 36-309 | Experimental Design for Behavioral and Social Sciences | 9 |
| 33-111 | Physics I for Science Students | 12 |
| 33-112 | Physics II for Science Students | 12 |
| 15-110 | Principles of Computing * | 10 |
| 99-10x | Computing at Carnegie Mellon | 3 |
| Total Science units | 75 | |
* 15-101 Exploring Programming with Alice can substitute for 15-110 towards completion of the Programming course requirement.
| Chemistry | Units | |
| 09-105 | Introduction to Modern Chemistry I | 10 |
| 09-106 | Modern Chemistry II | 10 |
| 09-217 | Organic Chemistry I | 9 |
| or 09-219 | Modern Organic Chemistry | |
| 09-218 | Organic Chemistry II | 9 |
| or 09-220 | Modern Organic Chemistry II | |
| 09-221 | Laboratory I: Introduction to Chemical Analysis | 12 |
| 09-222 | Laboratory II: Organic Synthesis and Analysis | 12 |
| Total Chemistry units | 62 | |
| Psychology Courses | Units | |
| 85-102 | Introduction to Psychology | 9 |
| 85-219 | Biological Foundations of Behavior | 9 |
| 85-2xx | Survey Psychology Courses ** | 18 |
| 85-310 | Research Methods in Cognitive Psychology | 9 |
| or 85-340 | Research Methods in Social Psychology | |
| or 85-320 | Research Methods in Developmental Psychology | |
| 85-3xx | Advanced Psychology Electives | 18 |
| Total Psychology units | 63 | |
** Excluding 85-261 Abnormal Psychology
Additional Advanced Elective
9 units(Choose one of the following courses)
| 85-3xx | Advanced Psychology Elective | 9 |
| or | ||
| 03-3xx | Advanced Biology Elective | 9 |
Additional Laboratory or Research Methods
9-12 units(Choose one of the following courses)
| 03-344 | Experimental Biochemistry | 12 |
| 03-345 | Experimental Cell and Developmental Biology | 12 |
| 85-310 | Research Methods in Cognitive Psychology | 9 |
| 85-320 | Research Methods in Developmental Psychology | 9 |
| 85-340 | Research Methods in Social Psychology | 9 |
| Elective Units | Units | |
| Free Electives | 33-36 | |
| Dietrich College/CFA Electives | 36 | |
| Total Elective units | 69-72 | |
360
Minimum number of units required for degree:
Science and Humanities Scholars Program
Sponsored by the College of Humanities and Social Sciences and the Mellon College of Science
Dr. William Alba, Director
Office: Doherty Hall, Room 2201
www.cmu.edu/shs
The Science and Humanities Scholars (SHS) program is for students who wish to build upon a solid academic foundation in the humanities, social sciences, natural sciences, and mathematics. Students in this program enroll in either the Mellon College of Science (MCS) or the College of Humanities and Social Sciences (H&SS). While every student at the university may elect to pursue multi- and interdisciplinary studies, the SHS General Education curriculum assures that students in the program can develop the background for any field of study or combination of studies across both MCS and H&SS.
SHS students in their first year may elect to live in a Stever House residential cluster that promotes the integration of academic and social interests. As upper-class students, they are eligible to live in upper-class housing reserved for interdisciplinary students and may continue to participate in occasions that foster their intellectual community. The program additionally supports students through the creation of interdisciplinary and multidisciplinary courses.
Before a student declares a major, the program director serves as the student's primary academic advisor, complementing the range of other advising available around the university. After a student declares a major, the director continues to provide supplementary advising for the student, especially on matters of General Education.
Entering first-year students with outstanding credentials who applied ot H&SS or MCS may receive an invitation to the SHS Program. Those invited should carefully consider whether this academic program matches their own scholarly interests. Students enrolled in either college may also request to transfer into the Science and Humanities Scholars Program after completing at least one semester at the university.
Science and Humanities Scholars General Education Program
There are 14 requirements in the SHS General Education Program. The curriculum is designed to expose students to a variety of subjects and methodologies, in order to enable them to become better citizens of the world and more complete scholars with a comprehensive range of possible major choices. The SHS curriculum allows for flexibility and independence in selecting courses to fulfill these General Education requirements, and in many cases students in the Program can petition the Director to take alternate courses in addition to the ones listed here.
Mathematical Sciences (20 units)
| Units | ||
| 21-120 | Differential and Integral Calculus | 10 |
| 21-122 | Integration, Differential Equations and Approximation | 10 |
Writing/Expression (9 units)
Language is a tool used to communicate, as well as a way to organize thinking. This university-wide requirement, to be completed in the first year, focuses on the social nature of language and the ways in which writing constitutes thinking.
| 76-101 | Interpretation and Argument | 9 |
World Cultures (9 units)
This requirement seeks to enable students to recognize how cultures have shaped and continue to shape the human experience, as well as analyze material that provide clues as to how these cultures operate.
| 79-104 | Global Histories | 9 |
Freshman Seminar (6-9 units)
Students may select an SHS seminar, a full-semester seminar from H&SS, or two half-semester freshman seminars from MCS and/or H&SS from a list of courses provided every semester.
| Computational Reasoning (9-10 units) Choose from the following courses: | ||
| 15-110 | Principles of Computing | 10 |
| 15-121 | Introduction to Data Structures | 10 |
| 21-127 | Concepts of Mathematics | 10 |
| 80-210 | Logic and Proofs | 9 |
| 80-211 | Logic and Mathematical Inquiry | 9 |
| 80-212 | Arguments and Logical Analysis | 9 |
Science Core (28 units)
Choose three of the following courses. Science majors with primary majors in the Mellon College of Science must complete at least two that are outside of their major department.
| 03-121 | Modern Biology | 9 |
| 03-230 | Intro to Mammalian Physiology | 9 |
| 09-105 | Introduction to Modern Chemistry I | 10 |
or
| 09-106 | Modern Chemistry II | 10 |
| 09-107 | Honors Chemistry: Fundamentals Concepts and Applications | 10 |
| 33-111 | Physics I for Science Students | 12 |
or
| 33-112 | Physics II for Science Students | 12 |
| 33-131 | Matter and Interaction I | 12 |
or
| 33-132 | Matter and Interactions II | 12 |
Distribution Requirements (36 units)
Choose a minimum of four courses, at 9 units per category, totaling at least 36 units. Below are examples of courses satisfying these categories. You are encouraged to identify other courses that could fulfill these requirements; see the SHS Director for prior approval.
Cognition, Choice, and Behavior
Courses in this category use model-based analysis to broaden an understanding of human thinking, choices, and behavior on an individual basis across a variety of settings.
| Units | ||
| 80-130 | Introduction to Ethics | 9 |
| 80-150 | Nature of Reason | 9 |
| 80-180 | Nature of Language | 9 |
| 80-221 | Philosophy of Social Science | 9 |
| 80-230 | Ethical Theory | 9 |
| 80-241 | Ethical Judgments in Professional Life | 9 |
| 80-270 | Philosophy of Mind | 9 |
| 85-102 | Introduction to Psychology | 9 |
| 85-211 | Cognitive Psychology | 9 |
| 85-221 | Principles of Child Development | 9 |
| 85-241 | Social Psychology | 9 |
| 85-251 | Personality | 9 |
| 85-261 | Abnormal Psychology | 9 |
| 88-120 | Reason, Passion and Cognition | 9 |
Economic, Political, and Social Institutions
Courses in this category examine the ways in which institutions organize individual preferences and actions into collective outcomes using model-based reasoning.
| 36-303 | Sampling, Survey and Society | 9 |
| 70-332 | Business, Society and Ethics | 9 |
| 73-100 | Principles of Economics | 9 |
| 73-230 | Intermediate Microeconomics | 9 |
| 79-266 | Russian History: From Communism to Capitalism | 9 |
| 79-331 | Body Politics: Women and Health in America | 9 |
| 79-335 | Drug Use and Drug Policy | 9 |
| 79-340 | Gender, Race, and American Sport: Historical and Contemporary Perspectives | 9 |
| 79-345 | The Roots of Rock and Roll, 1870-1970 | 9 |
| 79-350 | Early Christianity | 9 |
| 80-135 | Introduction to Political Philosophy | 9 |
| 80-136 | Social Structure, Public Policy & Ethics | 9 |
| 80-235 | Political Philosophy | 9 |
| 80-243 | Business Ethics | 6 |
| 80-341 | Computers, Society and Ethics | 9 |
| 88-104 | Decision Processes in American Political Institutions | 9 |
| 88-184 | Topics of Law: The Bill of Rights | 9 |
| 88-205 | Comparative Politics | 9 |
Creative Production and Reflection
Courses in this category encourage exploration of the artistic and intellectual creation of others while allowing for personal expression and reflection upon the creative process.
| xx-xxx | Courses from the College of Fine Arts (Architecture 48-xxx, Design 51-xxx, Drama 54-xxx, Music 57-xxx, Art 60-xxx, CFA Interdisciplinary 62-xxx) | Var. |
| 76-260 | Survey of Forms: Fiction | 9 |
| 76-262 | Survey of Forms: Nonfiction | 9 |
| 76-265 | Survey of Forms: Poetry | 9 |
| 76-269 | Survey of Forms: Screenwriting | 9 |
| 80-220 | Philosophy of Science | 9 |
| 82-1xx | Any Elementary Modern Language course | |
| 82-2xx | Any Intermediate Modern Language course | |
| 99-241 | Revolutions of Circularity | 9 |
Cultural Analysis
Courses in this category explore definitions of culture and the role culture plays in producing different actions and institutions, as well as the roles of institutions, systems, and human actions in shaping cultural contexts.
| 57-173 | Survey of Western Music History | 9 |
| 70-342 | Managing Across Cultures | 9 |
| 76-227 | Comedy | 9 |
| 76-232 | African American Literature | 9 |
| 76-241 | Introduction to Gender Studies | 9 |
| 79-113 | Culture and Identity in American Society | 9 |
| 79-311 | Introduction to Anthropology | 9 |
| 79-240 | The Development of American Culture | 9 |
| 79-207 | Development of European Culture | 9 |
| 79-345 | The Roots of Rock and Roll, 1870-1970 | 9 |
| 79-241 | African American History: Africa to the Civil War | 9 |
| 79-242 | Topics in African American History: Reconstruction to the Present | 9 |
| 79-224 | Mayan America | 9 |
| 79-261 | Chinese Culture and Society | 9 |
| 79-368 | Poverty, Charity, and Welfare | 9 |
| 79-330 | Medicine and Society | 9 |
| 80-100 | Introduction to Philosophy | 9 |
| 80-250 | Ancient Philosophy | 9 |
| 80-251 | Modern Philosophy | 9 |
| 80-253 | Continental Philosophy | 9 |
| 80-254 | Analytic Philosophy | 9 |
| 80-255 | Pragmatism | 9 |
| 80-261 | Empiricism and Rationalism | 9 |
| 82-273 | Introduction to Japanese Language and Culture | 9 |
| 82-294 | Topics in Russian Language and Culture | Var. |
| 82-303 | French Culture | 9 |
| 82-304 | The Francophone World | 9 |
| 82-333 | Introduction to Chinese Language and Culture | Var. |
| 82-342 | Spain: Language and Culture | 9 |
| 82-343 | Latin America: Language and Culture | 9 |
| 82-344 | U.S. Latinos: Language and Culture | 9 |
| 82-345 | Introduction to Hispanic Literary and Cultural Studies | 9 |
| 82-396 | The Faust Legend at Home and Abroad | Var. |
| 82-415 | Topics in French and Francophone Studies | 9 |
| 82-426 | Topics in German Literature and Culture | 9 |
| 82-451 | Studies in Latin American Literature and Culture | 9 |
| 82-491 | Literature, Politics and Film in Russia & East Europe Today | Var. |
Major Programs
A number of majors that reflect the interdisciplinary nature of research and teaching between the physical and natural sciences, humanities, mathematics, and social/behavioral sciences have been introduced, or are under development, inspired in part by the SHS program. Two are presented here (in Biological Sciences and Psychology, and in Mathematical and Statistical Sciences) and are now available to students.
