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AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 937 · 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.Which of these is a prediction? (a) what training builds (b) labelled fruit photos (c) old emails marked spam (d) naming a new leaf
  2. 2.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) the model (b) training data (c) a prediction
  3. 3.🔮 A trained model sees a new photo and says “mango”. This is… (a) training data (b) a prediction (c) a label error (d) a password
  4. 4.True or false: “recorded spoken words” is a prediction. (a) False (b) True
  5. 5.True or false: “500 labelled leaf photos” is a prediction. (a) True (b) False
  6. 6.True or false: “the trained program” is the model. (a) True (b) False
  7. 7.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) a prediction (b) training data (c) the model
  8. 8.True or false: “typing a new spoken word” is the model. (a) False (b) True
  9. 9.True or false: “naming a new leaf” is a prediction. (a) True (b) False
  10. 10.📦 What happens during training? (a) it prints labels (b) it charges up (c) it takes photos (d) it learns patterns
  11. 11.True or false: “typing a new spoken word” is a prediction. (a) False (b) True
  12. 12.🔁 Training data, the model or a prediction: “past weather records”? (a) the model (b) training data (c) a prediction
  13. 13.⏩ In machine learning, which comes first: what training builds or typing a new spoken word? (a) what training builds (b) typing a new spoken word
  14. 14.🔁 Training data, the model or a prediction: “flagging a new email”? (a) training data (b) the model (c) a prediction
  15. 15.Which of these is a prediction? (a) past weather records (b) tomorrow’s rain guess (c) 500 labelled leaf photos (d) recorded spoken words
  16. 16.True or false: “labelled fruit photos” is training data. (a) True (b) False
  17. 17.True or false: “labelled fruit photos” is a prediction. (a) False (b) True
  18. 18.⏩ In machine learning, which comes first: labelled fruit photos or typing a new spoken word? (a) labelled fruit photos (b) typing a new spoken word
  19. 19.🧪 Why test a model on NEW examples? (a) to make it slower (b) to change its name (c) to delete its data (d) to see if it works
  20. 20.Which of these is training data? (a) flagging a new email (b) typing a new spoken word (c) old emails marked spam (d) naming a new leaf
  21. 21.True or false: “the learned patterns” is the model. (a) True (b) False
  22. 22.🔁 Training data, the model or a prediction: “what training builds”? (a) training data (b) a prediction (c) the model
  23. 23.Which of these is the model? (a) past weather records (b) naming a new leaf (c) what training builds (d) tomorrow’s rain guess
  24. 24.Which of these is training data? (a) typing a new spoken word (b) naming a new leaf (c) recorded spoken words (d) the trained program
  25. 25.⏩ In machine learning, which comes first: what training builds or old emails marked spam? (a) what training builds (b) old emails marked spam
  26. 26.🔁 Training data, the model or a prediction: “the trained program”? (a) the model (b) a prediction (c) training data
  27. 27.Which of these is the model? (a) old emails marked spam (b) recorded spoken words (c) the trained program (d) tomorrow’s rain guess
  28. 28.True or false: “typing a new spoken word” is training data. (a) True (b) False
  29. 29.Which of these is the model? (a) past weather records (b) flagging a new email (c) the learned patterns (d) naming a new fruit photo
  30. 30.True or false: “what training builds” is the model. (a) False (b) True
  31. 31.🔁 What is the right order? (a) data, prediction, model (b) model, prediction, data (c) prediction, data, model (d) data, model, prediction
  32. 32.True or false: “the trained program” is training data. (a) False (b) True
  33. 33.True or false: “what training builds” is training data. (a) True (b) False
  34. 34.🔁 Training data, the model or a prediction: “recorded spoken words”? (a) a prediction (b) training data (c) the model
  35. 35.True or false: “the trained program” is a prediction. (a) True (b) False
  36. 36.Which of these is a prediction? (a) recorded spoken words (b) old emails marked spam (c) typing a new spoken word (d) past weather records
  37. 37.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) the model (b) training data (c) a prediction
  38. 38.⏩ In machine learning, which comes first: past weather records or the trained program? (a) past weather records (b) the trained program
  39. 39.🔁 Training data, the model or a prediction: “naming a new fruit photo”? (a) the model (b) training data (c) a prediction
  40. 40.🔁 Training data, the model or a prediction: “the learned patterns”? (a) a prediction (b) training data (c) the model

Answer key

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

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