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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.

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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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Making a difference

This resource consists of four case studies which explore stories that illustrate issues of civics and citizenship at local, state, federal government and international levels. Students learn about active citizenship and plan their own, while covering content such as the Freedom Rides, Franklin Dam, Mabo, Wik and human rights.

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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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Syllabus bites: Visual literacy

A resource with information, study guides and resources on visual literacy to support the English K-10 Australian Curriculum in English. It provides a series of activities, guidelines and tasks about visual texts from a variety of sources. Contains writing scaffolds, templates and proformas for responding and composing ...

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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.

Text

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 ...

Text

Journeys and Connections

This resource displays objects related to stories of migration to Australia. Students locate and research relevant objects in their own community and create a digital story of migration. The resource uses objects from the Australian Journeys exhibition at the National Museum of Australia.

Online

Be on the Safe Side Year 7-8 English

This is a unit of work that uses visual and multimodal texts to promote how to be a safe, active and responsible citizen on and around the rail network. Learning opportunities include identification, comparison, deconstruction and creation of visual and multimodal texts. The resource includes: teacher notes, three learning ...

Online

Ancient China: staff room

This is a rich teacher resource about ancient China. It contains 15 background information sheets; 11 lesson plans for whole-class discussions to introduce particular topics; four inquiry grid worksheets for gathering information; and nine follow-up lesson plans for activities that extend the content. The staff room resource ...

Online

Reflective writing: the 3D format

This is a teacher resource describing a scaffolding strategy developed by New South Wales teacher Kerri-Jane Burke to help her students analyse texts and write reflective responses to them. The resource describes the three-dimensional writing strategy - Describe, Disclose, Decision - in more detail, outlining how it provides ...