AI Worksheet: Training Data, Model, Prediction

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

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