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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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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.

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Hot or not?

This lesson sequence focuses on the incremental or Agile approach to development and encourages students to follow the evolution of a temperature conversion tool for a Food Technology teacher. It uses an Excel spreadsheet application as the prototyping tool.

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Check out the checkout

This sequence of lessons explores how to incorporate user input, decision-making and loops in programming using the context of a shopping experience, particularly the checkout. It combines data in the form of a barcode and programming choices.

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Everything you always wanted to know…

In this lesson sequence students design, build and evaluate their own database and perform queries and build reports based on that database. Students should have prior experience creating a flat file database.

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Sphero: Catch me if you can

By years 5 and 6 many students may have had some experience with a visual programming language such as Scratch or Blockly that is the basis of the Hour of Code. Sphero will take the screen based control of an image to the next level by introducing a robotic device controlled by a visual programming language. This lesson ...

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Lilypad Personalised Alert Buzzer

In this lesson students will create a personalised musical buzzer by programming the LilyPad Arduino to play a sound using the Main board, Buzzer and Button, coding the note frequency in Arduino IDE. The lesson can be extended to include LED’s that light up or flash according to the note played to enable the buzzer to be ...

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Basic ball control with Sphero

Students are introduced to Sphero and its main features – direction, speed and colour. This lesson allows students to experiment through playing with Sphero and controlling it with the Sphero app. This lesson idea was created by Steven Payne.

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Describing an everyday object

In this lesson, students act like the inventor of an everyday object that does not yet exist. Students abstract the essential details, and describe what need would be fulfilled by the new object and how, specifically, it functions. They will then translate the description into a format appropriate for modeling the object ...

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Learning environments

This sequence of lessons explores how conditions in the environment can impact on learning. Through investigating the environmental influences on our classroom, and learning environments such as light, noise and temperature, students collect data and identify the optimal learning environment.

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Creating my own spreadsheet to convert binary to decimal

A spreadsheet can be used to do calculations quickly using formulas. How can we make a spreadsheet that converts a binary number to a decimal number? This lesson provides some guidance and Excel files for student and teacher use.

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Beeswax wrap project

This project creates opportunities for students to design, create, market and sell a plastic wrap alternative, and to work with a local business or community group that supplies some materials. This lesson was devised by Trudy Ward, Clarendon Vale Primary School, Tasmania.

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Schoolyard biodiversity detectives

Collect data on the biodiversity in garden beds around your school to measure the biodiversity (that is the different types of plants and animals). Explore ways to represent and present data. This lesson was devised by Linda McIver, Australian Data Science Education Institute.

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Three little pigs

Retell the story of the Three Little pigs using a light sensing robot such as Ozobot.

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Coding for GUIs Lesson 2: Controls for input

This is the second in a series of lessons to incorporate graphical user interfaces (GUIs) into your general-purpose programming. The series follows on from the Visual To Text Coding lesson series.

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Future proofing data

This lesson sequence aims to identify strengths and weaknesses of past, present and future methods of data storage and recognise the risks and benefits for users. Students explore specific “data dilemmas”.

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Behaving with real class – Using a visual language

This lesson sequence offers an approaches to teaching object-oriented principles using visual programming. It attempts to address the problem that many of programming languages are too complex and their environments confusing for many students.

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Weather forecast from the stratosphere

This lesson sequence is designed to introduce students to data analysis using a spreadsheet such as MS Excel. The project is based on a real world problem and a real data set from a weather balloon launched in Australia earlier this year. The project consists of 5 lessons of variable length, each with a different focus. ...

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Sphero and the chocolate factory

This activity allows students to use the visual programming software Lightning Lab to control Sphero to act out the role of a fictional character. This activity uses Charlie and the Chocolate Factory by Roald Dahl as an example. This lesson idea was created by Steven Payne.

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Getting to know Bee-Bot

Students are introduced to the Bee-Bot as a robotic device. They learn about what the Bee-Bot is, the functions and how the Bee-Bot can be used for specific purposes. They learn how to develop a sequence of steps for the Bee-Bot to follow. This lesson idea was created by Rebecca Vivian.