National University of Singapore

This course provides a strong foundation in the study of protein structure and function. Topics include structures and structural complexity of proteins and methods used to determine their primary, secondary and tertiary structures; biological functions of proteins in terms of their regulatory, structural, protective and transport roles; the catalytic action of enzymes, their mechanism of action and regulation; and various approaches used in studying the structure-function relationships of proteins. The course has a prerequisite of Biochemistry.

This course focuses on corporate entrepreneurship with a special emphasis on the role of venture capital and spin-offs, including managerial efforts aimed at the identification, development and exploitation of technical and organizational innovations and on effective new venture management in the context of large corporations. Students evaluate business models and appropriateness for development in a corporate setting. As an advanced course, students improve analytical, creative and communication skills. The course requires students to take prerequisites.

The course covers several current and advanced topics in optimization, with an emphasis on efficient algorithms for solving large scale data-driven inference problems. Topics include first and second order methods, stochastic gradient type approaches and duality principles. Many relevant examples in statistical learning and machine learning are covered in detail. The algorithms uses the Python programming language. The course requires students to take prerequisites.

This course examines the relationship between Japan and Korea, with a particular focus on the impact of Japan’s colonization of Korea and its postcolonial legacies. Students gain greater insights into how the multifaceted intersections between both countries mutually impacts the shaping of their modernities, national identities, cultural politics, and globalization. The course focuses on various official and popular cultural forms such as museum exhibits, expositions, art, film, anime, TV drama, and international events to analyze the histories of these countries.

The course introduces the scientific study of stars, the physical properties of stars, the measurements of these properties, and the relevant laws of physics. The course includes the relationship among stellar physical properties as a step towards understanding star formation and stellar evolution. Students learn advanced topics, including variable stars, supernovae, and black holes. The course requires students to take prerequisites.

This course introduces students to several computer intensive statistical methods and the topics include: empirical distribution and plug-in principle, general algorithm of bootstrap method, bootstrap estimates of standard deviation and bias, jack-knife method, bootstrap confidence intervals, the empirical likelihood for the mean and parameters defined by simple estimating function, Wilks theorem, and EL confidence intervals, missing data, EM algorithm, and Markov Chain Monte Carlo methods. This course has a prerequisite of Mathematical Statistics. 

This course examines qualitative communication research, the role it plays in the development of communication theories and applications, and the steps in carrying out qualitative research projects. It covers fundamental concepts in qualitative research design, sampling strategies and protocol development, data collection, data analysis, and evaluation. This course introduces basic concepts of qualitative methods such as interpretation, meaning making, co‐construction, and performance. A set of field‐based experiences are designed to give students opportunities to become familiar with specific forms of qualitative data gathering such as in‐depth interviews, focus groups, and ethnography.

This course introduces students to the principles and methodologies under the hood of typical CFD software. Major topics include numerical discretization, stability and accuracy analysis, and methods for solving incompressible viscous fluid flow and convective heat transfer problems. Students write a code/script to solve simple fluid problems. Students gain a working knowledge of the basic principles of fluid flow simulation and implementation of computational methods in solving complex problems. The course requires students to take prerequisites.

This course explores the human microbiome and its effect on development and disease and explores the role of pre- and pro-biotics in health. Topics include mechanistic insights into microbial communities through more controlled studies focusing on experimental biofilms. The course requires students to take prerequisites.

This course focuses on the biographies of individuals intimately connected to Japan who through choice and circumstance have come to lead extraordinary lives. The course, through analysis of numerous life histories and a range of theories that help us understand them, offers insights into the nature of cultural homogenization and social differentiation and the particular ways these processes are defined and reinforced in the Japanese context.