AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 135 · 40 questions

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.

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

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