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The course covers advanced topics and techniques in big data, with a focus on the algorithmic and system aspects. It provides both theoretical and hands-on experience in big data and data mining. Topics include MapReduce, textual data management, graph data management, uncertain data management, association rule mining, and state-of-the-art data mining techniques. It also covers recent developments and progress in selected areas.
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This course explores moving image works and related media forms through the lens of migration and diaspora. It will look at the role of aesthetics, affect, gender, race, temporality, and intimacy in the stories that historically marginalized makers tell, and the kinds of narrative and formal experimentation they develop to critically revisit notions of home, memory, and community across different geographies. Readings from film and media scholarship, transnational cultural and ethnic studies, queer and gender studies as well as short creative and personal writings will guide our theoretical framework and help us articulate the various ways in which media are deeply imbricated with both the violent and reparative realities of border-crossing.
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This course examines the relationship between the film and their directors regarding their creativity, aesthetics and influences. It focus on different directors from different eras, origin and countries. The emphasis of the director's effort and beliefs together with their professionalism and techniques will also be discussed.
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This course examines water as a resource. It covers the hydrologic cycle and quantification of the water balance, water use and supplies and the human impact upon water including runoff amount and quality.
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This course examines representative texts, problems, and concepts central to the study of colonialism and postcolonialism. Topics include: definitions of colonialism, imperialism and the post-colonial condition; orientalism and occidentalism; colonial discourse and sexuality and gender; race; the nation and nationalism as imagined community; identities and mentalities of the colonized and colonizer. Representative areas might include the mainland and greater China, but will certainly include some texts from and places within South and South East Asia, Africa, the Caribbean and the Americas.
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