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Data bias in AI

Artificial intelligence can sometimes be biased to certain shapes or colours. When such AI systems are applied to situations that involve people, then this bias can manifest itself as bias against skin colour or gender. This lesson explores bias in AI, where it comes from and what can be done to prevent it.

Online

Interpret and discuss data displays: Year 10 – planning tool

This planning resource for Year 10 is for the topic of Interpret and discuss data displays. Students are further equipped to analyse and evaluate claims, inferences and reported conclusions of statistics reported in the media. Students use critical-thinking skills to investigate many forms of data representation, such as ...

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Broome during World War II

This web site focusses on the events in Broome during World War II, in particular the air raids in 1942 and the aftermath. The site includes a virtual museum that includes photographs, newspaper articles, film clips and interviews for students to engage with historical information from a range of sources. The education ...

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This Day Tonight: Chinese Australians and the Moon Festival, 1978

How have the cultural traditions of people from Asia enriched Australian society? The Moon Festival is one such tradition. In this clip from 1978, an ABC reporter visits Dixon Street in Sydney's Chinatown to discover what this celebration means to Chinese Australians and the wider community.

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Site study – Ypres Salient

This resource is a digital site study of the Ypres Salient, using videos made with modern footage of Ypres and contemporary footage and images from the First World War. Each video has before, after and extension activities designed to meet the Stage 5 History: Core Study – Depth Study 3 outcomes around the scope and nature ...

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Ancient China: geography

This is a rich online resource about the geography of China. It consists of four sections: a Geography section that summarises China's geographical features; a Story section that features myths about Nu Gua, the creator of humans; an Explore section that includes maps of ancient China; and a Challenge section where the ...

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The Invisible War: A tale on two scales

The Invisible War is a graphic novel set on the Western Front in 1916. The novel is an interdisciplinary text that includes a large science-history reference section (hyper-linked within the novel). Told from two points of view – human and microbial – the story describes a deadly infection by dysentery-causing Shigella ...

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Different views

This resource will encourage students to develop their understanding of the first contact of the Aboriginal people of Kamay Botany Bay and the men aboard the HMB Endeavour in 1770. This resource is one part of the 'Endeavour – eight days in Kamay' resource.

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Exploring Kamay

This resource explores the landscape of Kamay Botany Bay, as well as the technology discovered by the crew aboard the HMB Endeavour in 1770. This resource is one part of the 'Endeavour – eight days in Kamay' resource.

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This Day Tonight: Makeup and manners: Roles for 12-year-old girls

How have society's expectations of young women changed in since the 1970s? This report from the ground-breaking current affairs program This Day Tonight provides an indication of the sorts of opportunities available to young women in the 70s.

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The history of the Aboriginal Tent Embassy

The Aboriginal Tent Embassy was established on the lawns of the Old Parliament House in 1972 only to be forcibly removed a few months later. Why do you think the reporter compares the protest in Canberra to events in Louisiana and Mississippi in USA? What are the protesters chanting? See if you can find out what happened ...

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Tour of NSW Government House

This resource is a YouTube playlist containing a series of videos taken as a group of senior high school students are given a guided tour of NSW Government House in 2010. The tour covers primary sources such as architecture, furniture and images significant to the history of Australia and NSW.

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Syllabus Bites: Explore a source

This resource is a webpage with information, study guide and resources on the process of analysing and evaluating historical sources to support Stage 3, 4 and 5 HSIE and the Australian Curriculum: History.

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Sites2See: Australia and the Vietnam War

These are online resources for the topic Australia in the Vietnam War Era, including music, images and links to archival video clips from Australian Screen with teachers' notes.

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Laptop wrap: Conservation of Pompeii and Herculaneum

This resource is a page with a focus on the issues of conservation as relating to Pompeii and Herculaneum with supporting activities and links to resources.

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Syllabus bites: Exploring Asia-related texts

This resource has information, links and study guides on Asia-related texts to support the Australian Curriculum in English for Year 7, 8, 9, 10.

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Four Corners: Do women's rights threaten men's domains?

Explore the attitudes of Australian men towards the rights of Australian women in the 1960s. Could women's rights threaten those of men's or were such fears typical of gender discrimination? This clip from 1965 investigates the reactions of Queensland men to the suggestion that women should be allowed to drink in public ...

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Four Corners: Margaret Valadian interviewed in 1967

What is the role of interviewers who explore social issues? In this 1967 clip from Four Corners, Margaret Valadian is recognised as the first Aboriginal Australian graduate of the University of Queensland. Here, in the middle of the panel discussion she is questioned by Robert Moore about her personal and professional life.

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Four Corners: Not a place for the 'gentler sex'

Why weren't women allowed to drink in the public bars of Queensland hotels in the 1960s? What social beliefs and attitudes would justify such a prohibition? This clip presents responses from a bar attendant and two politicians to a famous protest against the ban in 1965. The clip is third in a series of three.

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Four Corners: Women 'rattle the chains' in public bars

Imagine a time in the not too distant past when Australian women were not allowed to drink in public bars. Such gender discrimination was still enforced by law in Queensland in the 1960s. This clip from 1965 reports on an incident in which Merle Thornton and Rosalie Bogner defied the law by chaining themselves to a public ...