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AI image recognition - exploring limitations and bias

A hands-on activity to practise training and testing an artificial intelligence (AI) model, using cartoon faces, including a discussion about sources of potential algorithmic bias and how to respond to these sources.

Online

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.

Video

Artificial Intelligence Explainers: Video 3: AI systems | Digital Technologies Hub

We use examples of home automation and recommender systems to go into more detail about how the AI in these systems work. We also look at filter bubbles and discuss why its important to be aware of potential issues of using these systems. This is the third video in a series. The first two in the series are Introduction ...

Online

Water Water everywhere!

In this lesson, students are presented with the challenging problem of measuring a volume of water using containers that are not the exact measurement size. Students will decompose a complex problem into discrete steps, design an algorithm for solving the problem, and evaluate solution efficiencies and optimization in a ...

Video

Artificial Intelligence Explainers: Video 2: AI in our everyday life | Digital Technologies Hub

In this video we look at the ways AI is making decisions that can affect your daily life. Discover some AI applications that are designed to make our lives easier. See how a machine can be considered smart as it performs human-like behaviours such as recognising speech, text, images and being able to reason. This is the ...

Video

Artificial Intelligence Explainers: Video 4: AI Explainers | Digital Technologies Hub

Use this video to discuss how Artificial Intelligence (AI) has the potential to be a transformative technology much like introduction of the car, 100 years ago. We also showcase some innovative Australian applications. This is the fourth video in a series. The first three in the series are Introduction to AI & machine ...

Assessment

Assessment resources

Browse assessment resources.

Assessment

BBC micro:bit project

The teacher assesses the student’s knowledge and skills using the student’s project log, self-reflection and think aloud.

Online

Computer Science Fundamentals

This curriculum provides a teacher guidebook for implementing lessons, with learning and teaching activities, content, printable worksheets and some assessment lessons.

Online

Recognising AI

Use the tasks in this lesson to introduce concepts that underpin artificial intelligence (AI). The majority of the tasks are unplugged (do not require a digital device). Use the downloadable AI cards with your students to explore what they know about AI.

Online

Level Up: Game design

This unit of work is intended to teach years 9–10 students basic programming, using general purpose programming language.

Assessment

Glyphs F-2

A glyph is a pictorial representation of data, in this case, to be presented as a digital artwork. The task caters for students at different levels. Teachers use the checklist provided to assess students and record observations.

Online

Visual to text coding: Index page

This lesson sequence provides a bridge between visual coding (eg. Scratch) and General Purpose Programming languages (eg. Python or JavaScript). This resource is most suitable if you have never done General Purpose Programming and/or you benefit from slow-paced, step-by-step video tutorials.

Assessment

Network infographic

Throughout the lesson sequence, students keep and maintain a reflection log with key content to inform the development of an infographic.

Assessment

Pixels and binary digits

Students are given a bitmap image made up of coloured pixels. They explain how the image is made up of binary digits that represent each pixel. Students represent 8 colours using binary digits. Teachers assess the student’s demonstrated knowledge/skills using the checklist provided.

Online

Building a virtual tour about Uluru

In this lesson, students create a 360 educational Google Tour about Uluru and the Aboriginal peoples who are the traditional owners of the land.

Online

Seeing the wood for the trees

In this lesson sequence students summarise data using advanced filtering and grouping techniques, for example pivot tables in spreadsheets and aggregation functions in databases.

Online

Off to the movies

This is a simple Boolean (true/false) application where its asks the user’s age - if you are over 15 then you can watch G and M rated movies - if you are under 15, then you can only watch G rated movies. This lesson was designed in collaboration with Jason Vearing QSITE (Gold Coast Chapter).

Online

Agreeing to an ICT agreement

Students work together to brainstorm the dangers, problems and pitfalls in using ICT and online spaces. They collaboratively agree upon a set of protocols and rules for using technology, and develop processes and procedures to follow when using ICT.

Online

Introduction to binary - catering for vision impaired students

This sequence of lessons focuses on what a binary number is, what a decimal number is, why binary numbers are important in digital systems and how to read and understand a binary number.