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AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 787 · 40 questions
TalentJR

AI tip (Data → model → prediction): Training data = the examples (500 labelled leaf photos, old emails marked spam). The model = the learned patterns that training builds. A prediction = the model’s answer about something NEW (naming a new leaf, flagging a new email). The order is always data → model → prediction.

NameDateTime takenScore ___ / 40
  1. 1.True or false: “recorded spoken words” is training data. (a) False (b) True
  2. 2.Which of these is training data? (a) naming a new leaf (b) past weather records (c) the learned patterns (d) what training builds
  3. 3.🔁 Training data, the model or a prediction: “naming a new fruit photo”? (a) the model (b) training data (c) a prediction
  4. 4.True or false: “500 labelled leaf photos” is a prediction. (a) True (b) False
  5. 5.Which of these is the model? (a) tomorrow’s rain guess (b) old emails marked spam (c) the trained program (d) naming a new leaf
  6. 6.🔁 Training data, the model or a prediction: “the learned patterns”? (a) a prediction (b) training data (c) the model
  7. 7.🔁 What is the right order? (a) prediction, data, model (b) data, model, prediction (c) data, prediction, model (d) model, prediction, data
  8. 8.🔁 Training data, the model or a prediction: “past weather records”? (a) a prediction (b) training data (c) the model
  9. 9.Which of these is training data? (a) typing a new spoken word (b) naming a new leaf (c) the learned patterns (d) old emails marked spam
  10. 10.🔁 Training data, the model or a prediction: “what training builds”? (a) training data (b) a prediction (c) the model
  11. 11.True or false: “naming a new leaf” is training data. (a) True (b) False
  12. 12.🔁 Training data, the model or a prediction: “the trained program”? (a) the model (b) a prediction (c) training data
  13. 13.Which of these is a prediction? (a) what training builds (b) naming a new leaf (c) 500 labelled leaf photos (d) past weather records
  14. 14.⏩ In machine learning, which comes first: tomorrow’s rain guess or past weather records? (a) tomorrow’s rain guess (b) past weather records
  15. 15.⏩ In machine learning, which comes first: recorded spoken words or what training builds? (a) recorded spoken words (b) what training builds
  16. 16.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) the model (b) training data (c) a prediction
  17. 17.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) the model (b) a prediction (c) training data
  18. 18.📦 What happens during training? (a) it learns patterns (b) it charges up (c) it takes photos (d) it prints labels
  19. 19.True or false: “naming a new fruit photo” is a prediction. (a) True (b) False
  20. 20.True or false: “recorded spoken words” is a prediction. (a) False (b) True
  21. 21.⏩ In machine learning, which comes first: 500 labelled leaf photos or typing a new spoken word? (a) 500 labelled leaf photos (b) typing a new spoken word
  22. 22.⏩ In machine learning, which comes first: the learned patterns or flagging a new email? (a) the learned patterns (b) flagging a new email
  23. 23.True or false: “typing a new spoken word” is a prediction. (a) False (b) True
  24. 24.True or false: “labelled fruit photos” is training data. (a) True (b) False
  25. 25.⏩ In machine learning, which comes first: the trained program or labelled fruit photos? (a) the trained program (b) labelled fruit photos
  26. 26.🔮 A trained model sees a new photo and says “mango”. This is… (a) a prediction (b) a label error (c) a password (d) training data
  27. 27.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) the model (b) training data (c) a prediction
  28. 28.True or false: “old emails marked spam” is a prediction. (a) True (b) False
  29. 29.True or false: “typing a new spoken word” is the model. (a) False (b) True
  30. 30.True or false: “flagging a new email” is the model. (a) False (b) True
  31. 31.True or false: “500 labelled leaf photos” is training data. (a) True (b) False
  32. 32.True or false: “500 labelled leaf photos” is the model. (a) True (b) False
  33. 33.⏩ In machine learning, which comes first: old emails marked spam or the learned patterns? (a) old emails marked spam (b) the learned patterns
  34. 34.🔁 Training data, the model or a prediction: “labelled fruit photos”? (a) a prediction (b) training data (c) the model
  35. 35.True or false: “what training builds” is a prediction. (a) True (b) False
  36. 36.🔁 Training data, the model or a prediction: “naming a new leaf”? (a) the model (b) training data (c) a prediction
  37. 37.⏩ In machine learning, which comes first: 500 labelled leaf photos or the trained program? (a) 500 labelled leaf photos (b) the trained program
  38. 38.⏩ In machine learning, which comes first: past weather records or the learned patterns? (a) past weather records (b) the learned patterns
  39. 39.True or false: “old emails marked spam” is training data. (a) False (b) True
  40. 40.⏩ In machine learning, which comes first: flagging a new email or what training builds? (a) flagging a new email (b) what training builds

Answer key

  1. True
  2. past weather records
  3. a prediction
  4. False
  5. the trained program
  6. the model
  7. data, model, prediction
  8. training data
  9. old emails marked spam
  10. the model
  11. False
  12. the model
  13. naming a new leaf
  14. past weather records
  15. recorded spoken words
  16. training data
  17. training data
  18. it learns patterns
  19. True
  20. False
  21. 500 labelled leaf photos
  22. the learned patterns
  23. True
  24. True
  25. labelled fruit photos
  26. a prediction
  27. a prediction
  28. False
  29. False
  30. False
  31. True
  32. False
  33. old emails marked spam
  34. training data
  35. False
  36. a prediction
  37. 500 labelled leaf photos
  38. past weather records
  39. True
  40. what training builds

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