Australia

This course examines the methods and techniques to efficiently explore and analyze large data collections. Students will learn how to ingest, combine and summarize data from a variety of data models which are typically encountered in data science projects, such as relational, semi-structured, time series, geospatial, image, text. As well as reinforcing their programming skills through experience with relevant Python libraries, this course will also introduce students to the concept of declarative data processing with SQL, and to analyze data in relational databases. Students will be given data sets from, eg. , social media, transport, health and social sciences, and be taught basic explorative data analysis and mining techniques in the context of small use cases. The course will further give students an understanding of the challenges involved with analyzing large data volumes, such as the idea to partition and distribute data and computation among multiple computers for processing of 'Big Data'.

This course examines the basic skills and techniques associated with relief printing processes such as lino and woodcuts. Using a combination of autographic (drawing) and reprographic techniques, hand tools and machines, students will develop a body of work in the studio over the course of the semester. To complement the studio-based delivery, students will participate in lectures and tutorials contextualizing relevant conceptual, historical and contemporary practices.

This course examines target organ toxicology (lung, liver, CNS), environmental toxicology (such as asbestos and pesticides) and the diverse world of plant and animal toxins. The fundamental mechanisms for toxic reactions in the human body will be explored. As a final consequence of exposure to many toxicants, the biology and causes of cancer are discussed. As part of the course, students will be introduced to methods for the collection and analysis of data from human and animal populations, including clinical trials, forensic problems and epidemiological data. 

This course examines the diversity of Aboriginal and Torres Strait Islander cultures, peoples and societies. A central focus of the course is the ways in which the philosophical frameworks of Indigenous knowledge systems continue to inform contemporary
Indigenous practice that continues to shape Indigenous identities today. Taught from a range of perspectives, students will develop an understanding of social, cultural, political, economic, and ecological aspects of Indigenous Knowledge. 
Indigenous Studies Major

This course examines the complex richness of 'Americanness'. Divided into historically grounded modules (Race; Religion; Gender; Politics; Region), the course will approach each from a variety of angles: the historiographical, the literary, the cultural, the political, the cinematic. It will open lines of interrelation between historical and imaginary forms in the construction and ongoing redefinition of the United States.

This course examines the history of early modern China and Japan (ca. 1600–1912) through the lens of gender and sexuality. By examining topics including Confucianism and the family, Samurai status, imperial expansion, commerce and leisure, medicine and religion, it makes a case for gender and sexuality as drivers of historical change in the early modern world. It examines not only women and women’s history, but also men and masculinity, gender-nonconforming communities, and the changing relationship between gender, sexuality and social, economic, and cultural power. It will introduce key questions and debates in the study of East Asian history and the history of gender and sexuality through a range of primary and secondary sources as well as film, fiction and multimedia.

This course examines the dynamics of political economy in the contemporary Middle East. There is a focus on how political actors and social forces influence, and in turn are influenced, by political economy structures and development strategies. In particular, the effects of state institutions, international actors, social classes, and new groups such as private sector businesspeople are assessed, and their roles considered in the context of political economy theoretical approaches. Particular case studies focus on recent trends in the region, especially: the growth of Islamic models of economic development; the processes and outcomes of economic reform; the impacts of globalization and foreign penetration of the region; and the ways in which new industries and technologies are shaping the political economies of the region.

This course examines the security challenges facing the Pacific Islands and, in particular, Australia’s role in the security of the region. This includes cooperation on transnational crime and counterterrorism; intervention and stabilization; criminal justice assistance; governance capacity-building; natural disaster response; and substantial development assistance. It also considers ways in which Pacific understandings of security differ from Australia’s, and the implications of this for Australia’s engagement with Pacific Island governments, security agencies and societies. It also assesses the outlook over the next decade for security in this strategically important and rapidly changing region.