Learn // Topics

All topics

Search by name, or narrow by subject, age, and type. Open a topic to see the ages it covers, what to learn first, and where it leads.

361 to 384 of 419 topics

By subject and area, youngest first

  • Computing // Artificial Intelligence

    Machine Learning Basics

    How machine learning works at a conceptual level: show the computer many examples, it finds patterns, then it makes predictions about new things; hands-on…

    Ages 7 to 9Concept
  • Computing // Artificial Intelligence

    AI Mistakes and Limitations

    Machines make mistakes; they only know what they've been shown; bad training data leads to bad results; AI is not magic — just maths on data; showing edge cases…

    Ages 7 to 9Concept
  • Computing // Artificial Intelligence

    Humans Versus Machines

    Comparing human and machine capabilities: creativity, empathy, common sense vs speed, memory, repetition; the Turing Test (simplified); what makes humans unique

    Ages 7 to 9Concept
  • Computing // Artificial Intelligence

    Recommendation Systems and Filter Bubbles

    How recommendation systems work: YouTube, Netflix, and shop websites track what you click and find patterns; filter bubbles; the difference between helpful…

    Ages 7 to 9Concept
  • Computing // Artificial Intelligence

    AI in Computer Games

    How computer game characters 'decide' what to do; simple rule-based AI vs learning AI; NPCs, difficulty adjustment; AI as the opponent in chess or board games

    Ages 7 to 9Concept
  • Computing // Artificial Intelligence

    The Future of AI

    What AI might do in 10 years; what we want it to do and what we're worried about; children as future designers and decision-makers about AI; hopeful, empowered…

    Ages 9 to 11Concept
  • Computing // Artificial Intelligence

    AI and the Environment

    AI needs huge amounts of energy and water to train; data centres and their environmental cost; but AI can also help — predicting weather, monitoring…

    Ages 9 to 11Concept
  • Computing // Artificial Intelligence

    AI Data Collection and Privacy

    What data AI systems collect about you; who has it and why it matters; cookies, tracking, smart speakers always listening; your data is valuable

    Ages 9 to 11Concept
  • Computing // Artificial Intelligence

    AI and Fairness in Decisions

    Whether AI should make important decisions about people: jobs, loans, justice; who is responsible when AI makes unfair decisions; introduction to algorithmic…

    Ages 9 to 11Concept
  • Computing // Artificial Intelligence

    AI and the Future of Work

    How AI is changing the world of work: some jobs disappear, new ones are created, many change; jobs AI can't do (yet); what skills matter in an AI world

    Ages 9 to 11Concept
  • Computing // Artificial Intelligence

    Designing Fair AI Rules

    Design thinking applied to AI ethics: if you were designing an AI system, what rules would you give it? Who should it help? What should it not be allowed to do?

    Ages 9 to 11Concept
  • Computing // Artificial Intelligence

    Bias in AI Systems

    If training data is biased, AI will be biased; examples: facial recognition working better for some skin tones, translation assuming gender; where bias comes…

    Ages 9 to 11Concept
  • Computing // Artificial Intelligence

    Deepfakes and AI-Generated Content

    Deepfakes, AI-generated images and text; how to spot them and why they matter; the importance of checking sources; not everything online is real

    Ages 9 to 11Concept
  • Personal & Social Development // Emotional Literacy

    How Emotions Feel in Your Body

    Understand the connection between emotions and the body — recognising physical signals like butterflies in the stomach (nervous), clenched fists (angry), racing…

    Ages 7 to 9Concept
  • Personal & Social Development // Emotional Literacy

    Mild to Strong Emotions

    Understand that emotions come in different intensities — from mild to strong — and that the same emotion can feel very different depending on how intense it is…

    Ages 7 to 9Concept
  • Personal & Social Development // Emotional Literacy

    Hidden and Masked Feelings

    Recognise that people sometimes hide or mask their true feelings — smiling when they're actually sad, or saying 'I'm fine' when they're not — and understand why…

    Ages 7 to 9Concept
  • Personal & Social Development // Emotional Literacy

    Emotions and Decision-Making

    Understand how emotions influence thinking and decision-making — that strong feelings can cloud judgement, that we often make different choices when calm versus…

    Ages 9 to 11Concept
  • Personal & Social Development // Emotional Literacy

    Culture and Experience Shape Emotions

    Understand that emotional responses are shaped by personal experiences, culture, and context — the same situation triggers different emotions in different…

    Ages 9 to 11Concept
  • Personal & Social Development // Emotional Literacy

    Mixed and Conflicting Emotions

    Understand that people can experience mixed or conflicting emotions at the same time — feeling excited and nervous about starting a new school, or happy for a…

    Ages 9 to 11Concept
  • Personal & Social Development // Empathy & Social Awareness

    Different Lives and Experiences

    Understand that people's lives and experiences can be very different from their own — that some children face challenges like disability, poverty, family…

    Ages 7 to 9Concept
  • Personal & Social Development // Empathy & Social Awareness

    Fairness, Equality and Equity

    Understand what fairness means and why it matters — recognising that fair doesn't always mean equal (everyone getting the same) but can mean equitable (everyone…

    Ages 7 to 9Concept
  • Personal & Social Development // Empathy & Social Awareness

    Prejudice and Discrimination

    Understand the impact of prejudice and discrimination on individuals and communities — that treating people unfairly because of their identity causes real harm…

    Ages 9 to 11Concept
  • Personal & Social Development // Empathy & Social Awareness

    Stereotypes and Individual Differences

    Recognise stereotypes — oversimplified beliefs about groups of people based on gender, race, age, or other characteristics — and understand that stereotypes are…

    Ages 9 to 11Concept
  • Personal & Social Development // Empathy & Social Awareness

    The world contains many cultures, traditions

    Understand that the world contains many cultures, traditions, and belief systems, and that learning about others' perspectives enriches our own understanding…

    Ages 9 to 11Concept