AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 138 · 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.⏩ In machine learning, which comes first: labelled fruit photos or what training builds? (a) labelled fruit photos (b) what training builds
2. 2.Which of these is a prediction? (a) the learned patterns (b) 500 labelled leaf photos (c) naming a new leaf (d) what training builds
3. 3.⏩ In machine learning, which comes first: past weather records or the trained program? (a) past weather records (b) the trained program
4. 4.🔮 A trained model sees a new photo and says “mango”. This is… (a) a password (b) training data (c) a label error (d) a prediction
5. 5.🔁 Training data, the model or a prediction: “the learned patterns”? (a) the model (b) a prediction (c) training data
6. 6.⏩ In machine learning, which comes first: past weather records or naming a new fruit photo? (a) past weather records (b) naming a new fruit photo
7. 7.True or false: “the trained program” is the model. (a) False (b) True
8. 8.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) a prediction (b) the model (c) training data
9. 9.True or false: “the trained program” is a prediction. (a) True (b) False
10. 10.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) the model (b) a prediction (c) training data
11. 11.Which of these is training data? (a) naming a new fruit photo (b) the learned patterns (c) the trained program (d) labelled fruit photos
12. 12.🔁 Training data, the model or a prediction: “recorded spoken words”? (a) the model (b) a prediction (c) training data
13. 13.🔁 Training data, the model or a prediction: “flagging a new email”? (a) training data (b) a prediction (c) the model
14. 14.🔁 Training data, the model or a prediction: “past weather records”? (a) the model (b) a prediction (c) training data
15. 15.Which of these is the model? (a) flagging a new email (b) naming a new leaf (c) naming a new fruit photo (d) the trained program
16. 16.⏩ In machine learning, which comes first: the trained program or recorded spoken words? (a) the trained program (b) recorded spoken words
17. 17.🔁 Training data, the model or a prediction: “the trained program”? (a) the model (b) a prediction (c) training data
18. 18.Which of these is a prediction? (a) the learned patterns (b) flagging a new email (c) the trained program (d) 500 labelled leaf photos
19. 19.True or false: “past weather records” is training data. (a) False (b) True
20. 20.⏩ In machine learning, which comes first: tomorrow’s rain guess or 500 labelled leaf photos? (a) tomorrow’s rain guess (b) 500 labelled leaf photos
21. 21.Which of these is the model? (a) old emails marked spam (b) typing a new spoken word (c) naming a new fruit photo (d) the learned patterns
22. 22.🔁 What is the right order? (a) data, model, prediction (b) prediction, data, model (c) data, prediction, model (d) model, prediction, data
23. 23.True or false: “500 labelled leaf photos” is training data. (a) False (b) True
24. 24.🔁 Training data, the model or a prediction: “tomorrow’s rain guess”? (a) training data (b) the model (c) a prediction
25. 25.🔁 Training data, the model or a prediction: “naming a new leaf”? (a) the model (b) a prediction (c) training data
26. 26.Which of these is the model? (a) tomorrow’s rain guess (b) flagging a new email (c) old emails marked spam (d) what training builds
27. 27.True or false: “old emails marked spam” is training data. (a) False (b) True
28. 28.📦 What happens during training? (a) it prints labels (b) it takes photos (c) it charges up (d) it learns patterns
29. 29.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) a prediction (b) the model (c) training data
30. 30.Which of these is a prediction? (a) labelled fruit photos (b) tomorrow’s rain guess (c) the learned patterns (d) past weather records
31. 31.True or false: “tomorrow’s rain guess” is the model. (a) False (b) True
32. 32.Which of these is training data? (a) the trained program (b) what training builds (c) naming a new fruit photo (d) past weather records
33. 33.True or false: “500 labelled leaf photos” is a prediction. (a) True (b) False
34. 34.⏩ In machine learning, which comes first: what training builds or tomorrow’s rain guess? (a) what training builds (b) tomorrow’s rain guess
35. 35.Which of these is training data? (a) tomorrow’s rain guess (b) typing a new spoken word (c) old emails marked spam (d) naming a new leaf
36. 36.⏩ In machine learning, which comes first: what training builds or naming a new leaf? (a) what training builds (b) naming a new leaf
37. 37.⏩ In machine learning, which comes first: what training builds or past weather records? (a) what training builds (b) past weather records
38. 38.Which of these is training data? (a) tomorrow’s rain guess (b) typing a new spoken word (c) what training builds (d) recorded spoken words
39. 39.True or false: “the learned patterns” is the model. (a) True (b) False
40. 40.True or false: “old emails marked spam” is the model. (a) True (b) False

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