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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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NSW Governor Marie Bashir – 2010 speech to students

This resource is a YouTube playlist containing a series of videos from a speech the NSW Governor Marie Bashir gave to senior high school students at Government House in 2010. She speaks on a range of topics, including the Australian system of government, the history of Australia and NSW, and her life. She also answers ...

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This Day Tonight: Married women and work in 1960s Australia

Can you imagine a time when it was uncommon for married women to be part of the workforce? When women who worked outside the home were blamed for their children's poor educational performance and juvenile delinquency? This clip from 1966 examines the rise of working mothers, a controversial development at the time.

Online

Chinese Anzacs

This is a website about the experiences of Chinese-Australian soldiers in World War I. It includes: historical facts; a collection of 12 story objects that tell the stories of individuals, events and artefacts; and a Chinese Anzacs Education kit. The kit is comprehensive. The learning activities are presented in five parts, ...

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ABC Open: Aunty Dorrie and the 'dog licence'

Have you ever heard of the 'dog licence'? This was a Certificate of Exemption, issued by the Aboriginal Welfare Board, that allowed Indigenous Australians to live as part of white Australian society. In order to get one of these, Aboriginal people effectively had to renounce their culture and prove that they were 'respectable'. ...

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In My Blood It Runs: Whose story of history?

People have different privileges and biases. While we may be born into certain privileges, we may also develop biases as we age and through the people we spend time with. The majority culture within a population has a certain privilege that comes from being part of the majority, and this often leads to "marginalisation" ...

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Four Corners: Home sweet home: the 'Australian Dream', 1968

Would you rather live in a freestanding house on a large block in an outer suburb or in an apartment with the convenience of being closer to the city centre? This clip from a 1968 Four Corners program explores the 'Australian Dream' of home ownership and attempts to discover why it became so important to the post-World ...

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The Australian Dream: Resilience and reconciliation

This clip looks at casual racism in Australia, including some infamous incidents throughout Adam Goodes’s playing career that shook the nation. Adam showed a great deal of resilience and courage throughout this difficult time. Look at how many Australians stood with Adam, letting him know they valued his leadership and ...

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Four Corners: Celebrating native title on Ruby Tuesday

Have you ever had to compromise to achieve a good result? When opposition to native title threatened to suspend the long-standing Racial Discrimination Act 1975 (RDA), former prime minister Paul Keating and Aboriginal and Torres Strait Islander leaders had to compromise to save the RDA and native title. Watch as negotiations ...

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Four Corners: Native title: How to free your heart

Since the original Mabo decision was handed down by the High Court of Australia in 1992, acknowledging that the Meriam people of the Torres Strait had the right to hold native title over the Murray Islands, society's attitudes towards Native Title has evolved. In this clip, listen to the opinions of key players in the struggle ...

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ABC Open: Observing a minute's silence on Anzac Day

Why do we observe a minute's silence during Anzac Day ceremonies? Remembrance on Anzac Day has been an important part of Australian culture since the first Anzac Day was observed in 1916. In this clip, residents of Queensland's Gold Coast were asked what they think about during the minute's silence.

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Four Corners: The politics of native title

What were the politics surrounding the issue of native title in 1993? Former prime minister Paul Keating's support for the granting of native title was not popular with all Australians. Many of his Labor colleagues were uncomfortable about it. Listen as Tim Fischer, then leader of the National Party, declares his position ...

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This Day Tonight: Germaine Greer and women's liberation, 1972

Discover what it was like for women who spoke up for equal rights in 1970. Germaine Greer's 'The Female Eunuch' was first published in that year. It would inspire many to challenge traditional views of female and male roles. Listen as, in 1970, Greer expresses her ideas and several Australian women and girls say what they ...

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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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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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Foreign Correspondent: Legacy of Nazism in modern Vienna

Why did Nazis in Austria dig up hundreds of human remains from graves in Vienna's Währing Jewish cemetery? Join reporter Mark Corcoran as he visits a Viennese museum to search for the remains of an 18th-century Jewish baroness. He makes some disturbing discoveries there. This clip from 2007 is the second of two.

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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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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 ...