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COURSE DETAIL

MULTIVARIABLE CALCULUS
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Mathematics
UCEAP Course Number
104
UCEAP Course Suffix
UCEAP Official Title
MULTIVARIABLE CALCULUS
UCEAP Transcript Title
MULTIVARIABLE CALC
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This is a course on the calculus of functions of several real variables, applications of which abound in mathematics, the physical sciences, and engineering. The aim is to provide computational skills, ability for 2- and 3-D visualization, and to understand conceptually fundamental results such as Green's Theorem, Stokes' Theorem and the Divergence Theorem. Major topics: Euclidean distance and elementary topological concepts in Rn, limit and continuity, implicit functions. Partial differentiation, differentiable functions, differentials, chain rules, directional derivatives, gradients, mean value theorem, Taylor's formula, extreme value theorem, Lagrange multipliers. Multiple integrals and iterated integrals, change of order of integration, applications, Jacobian matrix, change of variables in multiple integrals. Line integrals and Green's theorem. Surface integrals, Stokes' Theorem, Divergence Theorem.
Language(s) of Instruction
English
Host Institution Course Number
MA2104
Host Institution Course Title
MULTIVARIABLE CALCULUS
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
Mathematics
Course Last Reviewed

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MACROECONOMIC ANALYSIS I
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Economics
UCEAP Course Number
117
UCEAP Course Suffix
A
UCEAP Official Title
MACROECONOMIC ANALYSIS I
UCEAP Transcript Title
MACROECON ANALYSIS
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description

This course develops the analytical tools to study short-run fluctuations in aggregate economic activities. It emphasizes the micro-foundations of macroeconomics and investigates the determinants of consumption, saving, investment, labor demand and labor supply. We derive the IS-LM and AD-AS frameworks and use these frameworks to understand why the economy goes through booms and busts. The course also discusses different theories of the business cycles, such as the Keynesian and the Real Business Cycle theories. In particular, it examines their assumptions and policy implications for macroeconomic stabilization.

Language(s) of Instruction
English
Host Institution Course Number
EC2102
Host Institution Course Title
MACROECONOMIC ANALYSIS I
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
Economics
Course Last Reviewed
2022-2023

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MONEY AND BANKING I
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Economics
UCEAP Course Number
111
UCEAP Course Suffix
A
UCEAP Official Title
MONEY AND BANKING I
UCEAP Transcript Title
MONEY & BANKING I
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description

This course focuses on the economic analysis of the structure and role of financial institutions and tools and conduct of monetary policy in the economy. Topics include the role of money, debt and equity; financial institutions and markets; regulation; financial crises; interest rates; commercial bank operations; the money supply process; theories of money demand; conduct of monetary policy and its role in different macroeconomic frameworks: international role of money; and monetary policy in Singapore. The course requires students to take prerequisites.

Language(s) of Instruction
English
Host Institution Course Number
EC3332
Host Institution Course Title
MONEY AND BANKING I
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
Economics
Course Last Reviewed
2024-2025

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VALUE AND COLLABORATIVE INNOVATION
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Business Administration
UCEAP Course Number
121
UCEAP Course Suffix
UCEAP Official Title
VALUE AND COLLABORATIVE INNOVATION
UCEAP Transcript Title
VALUE&COLLAB INNOV
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description

This interdisciplinary course covers ideas on how value is created by working collaboratively to capitalize on 21st century trends through disruptive and non-disruptive innovation. In addition to a substantive coverage of innovation frameworks and strategic planning tools, this course explores insights from organizational psychology and neuroscience that are useful for teams to improve cognitive diversity & creativity. Case examples include inspiring innovators and creative teams and industries such as technology, finance, entertainment and service sectors. 

Language(s) of Instruction
English
Host Institution Course Number
BSN3714
Host Institution Course Title
CO-CREATING VALUE (TOOLS FOR COLLABORATIVE INNOVATION)
Host Institution Campus
Host Institution Faculty
Business School
Host Institution Degree
Host Institution Department
Strategy and Policy
Course Last Reviewed
2022-2023

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MINING WEB DATA FOR BUSINESS INSIGHTS
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Computer Science
UCEAP Course Number
131
UCEAP Course Suffix
UCEAP Official Title
MINING WEB DATA FOR BUSINESS INSIGHTS
UCEAP Transcript Title
MINING WEB DATA
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
The World Wide Web overwhelms us with immense amounts of widely distributed, interconnected, rich, and dynamic hypertext information. It has profoundly influenced many aspects of our lives, changing the ways individuals communicate and the manners businesses are conducted. This course teaches various concepts, methods and tools in mining Web data in the form of unstructured Web hyperlinks, page contents, and usage logs to uncover deep business insights and knowledge for business implications that are embedded in the billions of Web pages and servers. Topics covered include various text mining methodologies, case applications and tutorials on Web data mining for marketing, sales and finance applications, social Web data mining from Facebook and Twitter, and Web analytics involving clickstream and site traffic data, etc.
Language(s) of Instruction
English
Host Institution Course Number
BT4222
Host Institution Course Title
MINING WEB DATA FOR BUSINESS INSIGHTS
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
Information Systems and Analytics
Course Last Reviewed

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URBAN PLANNING
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Urban Studies Environmental Studies
UCEAP Course Number
103
UCEAP Course Suffix
UCEAP Official Title
URBAN PLANNING
UCEAP Transcript Title
URBAN PLANNING
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This course provides a thorough understanding of urban planning principles and processes that influence the function and design of cities. It includes an introduction to the history of modern city planning, and contemporary planning concepts such as Garden Cities, City Beautiful movement, and Vertical Cities. There is discussion of new town planning, urban renewal and conservation. Singapore is introduced as a case study, but selected cities elsewhere are discussed for comparison and better understanding.
Language(s) of Instruction
English
Host Institution Course Number
RE2103
Host Institution Course Title
URBAN PLANNING
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
Real Estate
Course Last Reviewed

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SOUTHEAST ASIAN HISTORY
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
South & SE Asian Studies History
UCEAP Course Number
144
UCEAP Course Suffix
UCEAP Official Title
SOUTHEAST ASIAN HISTORY
UCEAP Transcript Title
SE ASIAN HISTORY
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This course traces the history of Southeast Asia from the 9th century to the present through the lens of community formation, cultural interaction, and socio-economic integration. The course examines how social groups, polities, and assemblages developed in different parts of Southeast Asia over time, including the nation-states of Indonesia, Malaysia, Singapore, Thailand, Laos, Vietnam, Cambodia, the Philippines, Brunei, Papua New Guinea, Timor Leste and Myanmar. While clear patterns of interaction, exchange, and community formation characterize the region's history from earliest times to the present, significant variations in how Southeast Asians viewed themselves and their environments also occurred across time and space.
Language(s) of Instruction
English
Host Institution Course Number
HY2250
Host Institution Course Title
INTRODUCTION TO SOUTHEAST ASIAN HISTORY
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
History
Course Last Reviewed

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PROBABILITY
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Statistics Mathematics
UCEAP Course Number
116
UCEAP Course Suffix
UCEAP Official Title
PROBABILITY
UCEAP Transcript Title
PROBABILITY
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description

This course offers an introduction to probability theory for students with knowledge of elementary calculus. The course covers not only the mathematics of probability theory but works through diverse examples to illustrate the wide scope of applicability of probability, such as in engineering and computing, social, and management sciences. Topics covered include counting methods, sample space and events, axioms of probability, conditional probability, independence, random variables, discrete and continuous distributions, joint and marginal distributions, conditional distribution, independence of random variables, expectation, conditional expectation, moment generating function, central limit theorem, and weak law of large numbers.

Language(s) of Instruction
English
Host Institution Course Number
MA2216,ST2131
Host Institution Course Title
PROBABILITY
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
Statistics and Data Science
Course Last Reviewed
2023-2024

COURSE DETAIL

IMMUNOLOGY
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Biological Sciences
UCEAP Course Number
113
UCEAP Course Suffix
UCEAP Official Title
IMMUNOLOGY
UCEAP Transcript Title
IMMUNOLOGY
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description

This course provides the central concepts of immunology and the foundation for understanding how immunity functions. The subjects of innate immunity and haematopoiesis introduce the origin and role of different cell types in immunity. The mechanics of how the body protects itself from disease are explored in relation to T and B cell biology, antibody-antigen interaction, major histocompatibility complex and antigen presentation. Other topics include hypersensitivity, immunodeficiencies, immune tolerance, autoimmunity, resistance and immunization to infectious diseases. The course requires students to take prerequisites.

Language(s) of Instruction
English
Host Institution Course Number
LSM3223
Host Institution Course Title
IMMUNOLOGY
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
Biological Sciences
Course Last Reviewed
2024-2025

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PHILOSOPHY OF LANGUAGE
Country
Singapore
Host Institution
National University of Singapore
Program(s)
National University of Singapore
UCEAP Course Level
Upper Division
UCEAP Subject Area(s)
Philosophy
UCEAP Course Number
142
UCEAP Course Suffix
UCEAP Official Title
PHILOSOPHY OF LANGUAGE
UCEAP Transcript Title
PHIL OF LANGUAGE
UCEAP Quarter Units
6.00
UCEAP Semester Units
4.00
Course Description
This course examines the philosophy of language, especially concerning truth, meaning and reference. In particular, the course examines questions such as, but not limited to, whether language is mediated by convention or intention, whether understanding a language is tacitly knowing a theory of that language, whether the meaning of a name is simply its referent, whether mathematical and moral statements are true in virtue of meaning and whether sentences such as ‘breaking promises is wrong' are statements of moral fact or simply expressions of emotion.
Language(s) of Instruction
English
Host Institution Course Number
PH2242
Host Institution Course Title
PHILOSOPHY OF LANGUAGE
Host Institution Course Details
Host Institution Campus
Host Institution Faculty
Host Institution Degree
Host Institution Department
Philosophy
Course Last Reviewed
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