English

This course uses PS1001 and PS1002 as the foundation for a more advanced treatment of a number of areas in psychology. The course involves advanced treatment of the following areas of psychology: the relations between brain and behavior, cognition, perception, comparative aspects of behavior, and social and health psychology. It also contains a methodology component covering laboratory and field techniques; grounding in the methodological skills of PS2001 will be assumed.

To give students the opportunity to understand the key aspects of chemistry that are relevant to biochemistry, including the important structural implications of biologically relevant macromolecules, thermodynamics, and chemical reactions together with their reaction kinetics.

The course addresses contemporary issues facing business, through the lenses of different disciplines (ways of thinking). Disciplines may include popular culture, literature, evolutionary biology, psychology, anthropology, politics, history, religion and statistics. Students leave the course with an understanding of how to think creatively about business and how to think critically about propositions within it.

This course provides a solid foundation in corporate finance law covering three components. The first component is an introduction to corporate finance theory, which covers the nature of equity and debt as well as an introduction to how capital markets work and the theories of capital structure and valuation. The second covers the regulation of legal capital, including the relevant core accounting concepts, the regulation of dividends and share buy-backs. The third addresses the issuance of debt and equity, and related aspects of securities regulation such as insider trading and disclosure regulation, as well as mergers and acquisitions.

The course reviews the inception of present-day complex societies of West Africa, how they evolved, and their vicissitudes in the period 500 B.C. to A.D. 1950. Themes include general characteristics of West African societies in the Iron Age, origins of copper and iron technology and their effects on local societies, megalith and tumuli sites of the Western Sudan, urbanism, and trade networks and contacts in West Africa.

This course provides a fundamental overview of mathematical finance. It begins with an overview of financial contracts, interest rates, and the value of money. Specifically, it discusses what constitutes a fair price for a contract and explains why fair prices are rarely used in everyday transactions. After that, students investigate financial markets in a discrete-time setting, with the help of some revision on basic probability theory. The concept of risk-neutral asset pricing is discussed with reference to pricing stocks and options in the exchange. The last part of the course introduces the fundamental concepts of stochastic calculus and concentrates on continuous time finance with the widely used Black-Scholes model. The goal of this course is to provide students with a broad understanding of the application to finance theory, while setting a solid theoretical foundation to the field. 

Natural language Processing (NLP) is one of the most important technologies in Artificial Intelligence. NLP aims at enabling computers to understand human languages and communicate with humans. There are a large variety of tasks and machine learning methods in NLP. The course provides a thorough introduction to NLP, from its history to recent advances in deep learning applied to NLP. On the task side, we will cover sequence tagging, parsing, classification and clustering, and some applications such as machine translation. On the model side, we will cover statistical models and neural networks. By learning from lectures and programming assignments, students will master necessary knowledge about NLP and engineering tricks for practical NLP problem. 

This course starts from the theology of Augustine of Hippo as that which has been formative of the Christian tradition. It explores his characterization of the will, of sin, of grace, and of freedom. Drawing on these Augustinian resources, the course asks how the Christian theological imagination can shape the way that contemporary societal phenomena, such as capitalism and climate change, are diagnosed and addressed. Are these examples of "structural sin"? What sort of agency is possible within these contexts?

This course introduces students to global history, transcending the traditional focus on single states, regions, and culture. After an introduction to concepts and methodologies the course focuses on mobility, using commodities, people, and empires over the period from c. 1500 to the present to explore some of the ways in which the connected modern world came into being. 

This course explores the microeconomic foundations of development economics. Students discuss topics such as poverty traps, labor markets, human capital, gender, public goods/service delivery and taxation, infrastructure, among others. In studying each of these topics, students ask: what determines decision-making in low- and middle-income countries? What constraints do agents face? Is there scope to improve livelihoods through the actions of market participants, governments, international organizations (e.g. World Bank) and NGOs? What policies have been tried in different countries and how have they fared? This course places emphasis on developing analytical understanding of applied issues, while combining theory and empirical evidence.