AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 107 · 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: tomorrow’s rain guess or the trained program? (a) tomorrow’s rain guess (b) the trained program
2. 2.📦 What happens during training? (a) it takes photos (b) it charges up (c) it learns patterns (d) it prints labels
3. 3.Which of these is training data? (a) old emails marked spam (b) the trained program (c) the learned patterns (d) tomorrow’s rain guess
4. 4.🔁 Training data, the model or a prediction: “recorded spoken words”? (a) the model (b) a prediction (c) training data
5. 5.🔁 Training data, the model or a prediction: “flagging a new email”? (a) a prediction (b) training data (c) the model
6. 6.True or false: “the learned patterns” is a prediction. (a) True (b) False
7. 7.⏩ In machine learning, which comes first: naming a new leaf or the trained program? (a) naming a new leaf (b) the trained program
8. 8.Which of these is training data? (a) the trained program (b) recorded spoken words (c) naming a new fruit photo (d) flagging a new email
9. 9.True or false: “recorded spoken words” is training data. (a) True (b) False
10. 10.True or false: “500 labelled leaf photos” is the model. (a) True (b) False
11. 11.⏩ In machine learning, which comes first: what training builds or flagging a new email? (a) what training builds (b) flagging a new email
12. 12.Which of these is a prediction? (a) past weather records (b) the learned patterns (c) tomorrow’s rain guess (d) old emails marked spam
13. 13.Which of these is a prediction? (a) the learned patterns (b) labelled fruit photos (c) naming a new leaf (d) what training builds
14. 14.Which of these is the model? (a) recorded spoken words (b) naming a new fruit photo (c) the learned patterns (d) flagging a new email
15. 15.True or false: “the learned patterns” is the model. (a) False (b) True
16. 16.Which of these is the model? (a) what training builds (b) labelled fruit photos (c) naming a new fruit photo (d) past weather records
17. 17.True or false: “past weather records” is a prediction. (a) False (b) True
18. 18.🔁 Training data, the model or a prediction: “labelled fruit photos”? (a) training data (b) a prediction (c) the model
19. 19.Which of these is the model? (a) past weather records (b) labelled fruit photos (c) the trained program (d) typing a new spoken word
20. 20.True or false: “past weather records” is training data. (a) False (b) True
21. 21.⏩ In machine learning, which comes first: the learned patterns or flagging a new email? (a) the learned patterns (b) flagging a new email
22. 22.⏩ In machine learning, which comes first: typing a new spoken word or the learned patterns? (a) typing a new spoken word (b) the learned patterns
23. 23.Which of these is a prediction? (a) naming a new fruit photo (b) old emails marked spam (c) 500 labelled leaf photos (d) past weather records
24. 24.Which of these is a prediction? (a) labelled fruit photos (b) typing a new spoken word (c) recorded spoken words (d) old emails marked spam
25. 25.🔁 What is the right order? (a) prediction, data, model (b) data, model, prediction (c) data, prediction, model (d) model, prediction, data
26. 26.🧪 Why test a model on NEW examples? (a) to make it slower (b) to see if it works (c) to delete its data (d) to change its name
27. 27.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) a prediction (b) training data (c) the model
28. 28.🔁 Training data, the model or a prediction: “tomorrow’s rain guess”? (a) training data (b) a prediction (c) the model
29. 29.True or false: “what training builds” is training data. (a) True (b) False
30. 30.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) training data (b) a prediction (c) the model
31. 31.⏩ In machine learning, which comes first: the trained program or naming a new leaf? (a) the trained program (b) naming a new leaf
32. 32.True or false: “recorded spoken words” is the model. (a) True (b) False
33. 33.⏩ In machine learning, which comes first: naming a new leaf or what training builds? (a) naming a new leaf (b) what training builds
34. 34.⏩ In machine learning, which comes first: labelled fruit photos or the trained program? (a) labelled fruit photos (b) the trained program
35. 35.True or false: “naming a new fruit photo” is a prediction. (a) True (b) False
36. 36.⏩ In machine learning, which comes first: 500 labelled leaf photos or flagging a new email? (a) 500 labelled leaf photos (b) flagging a new email
37. 37.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) a prediction (b) the model (c) training data
38. 38.True or false: “old emails marked spam” is a prediction. (a) False (b) True
39. 39.Which of these is training data? (a) the trained program (b) what training builds (c) naming a new fruit photo (d) labelled fruit photos
40. 40.True or false: “500 labelled leaf photos” is a prediction. (a) False (b) True

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