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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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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 ...

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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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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.

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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 ...

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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 ...