Computing // Artificial Intelligence
Patterns and Classification
Humans are great at spotting patterns; computers can learn to spot patterns too, but they need lots of examples; sorting and classification activities as the basis of machine learning
Quick check
If you showed the learner pictures of cats and dogs, could they explain how a computer could learn to tell them apart — and why it would need many more pictures than a person would?
Ask this to see whether the topic is secure.
Topic // Mastery
What mastery looks like
- Sort a set of items into categories and explain the rules they used
- Explain that computers learn patterns by looking at many examples
- Describe why a computer needs more examples than a human to learn the same pattern
Topic // Map
Where this fits
- RequiredMust come first
- HelpfulHelps, but not essential
Before this
1 topicArtificial Intelligence // Ages 7 to 9
Must understand data before learning how computers find patterns in it
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Patterns and Classification
Ages 7 to 9 // Concept
Leads to
3 topics- Machine Learning BasicsRequired
Artificial Intelligence // Ages 7 to 9
Must understand patterns and sorting before grasping the training process
Artificial Intelligence // Ages 7 to 9
Pattern recognition concept underpins recommendation algorithms
- AI in Computer GamesHelpful
Artificial Intelligence // Ages 7 to 9
Pattern recognition helps understand learning AI in games
Computing // Artificial Intelligence
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