AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 541 · 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.🔁 Training data, the model or a prediction: “naming a new fruit photo”? (a) a prediction (b) the model (c) training data
2. 2.True or false: “500 labelled leaf photos” is training data. (a) False (b) True
3. 3.🧪 Why test a model on NEW examples? (a) to make it slower (b) to see if it works (c) to change its name (d) to delete its data
4. 4.🔁 Training data, the model or a prediction: “the trained program”? (a) the model (b) training data (c) a prediction
5. 5.⏩ In machine learning, which comes first: 500 labelled leaf photos or what training builds? (a) 500 labelled leaf photos (b) what training builds
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.Which of these is a prediction? (a) 500 labelled leaf photos (b) recorded spoken words (c) past weather records (d) typing a new spoken word
8. 8.Which of these is training data? (a) typing a new spoken word (b) what training builds (c) tomorrow’s rain guess (d) labelled fruit photos
9. 9.True or false: “the learned patterns” is training data. (a) True (b) False
10. 10.⏩ In machine learning, which comes first: past weather records or the trained program? (a) past weather records (b) the trained program
11. 11.🔁 What is the right order? (a) prediction, data, model (b) model, prediction, data (c) data, prediction, model (d) data, model, prediction
12. 12.Which of these is training data? (a) the learned patterns (b) flagging a new email (c) naming a new fruit photo (d) recorded spoken words
13. 13.Which of these is the model? (a) labelled fruit photos (b) old emails marked spam (c) past weather records (d) the trained program
14. 14.True or false: “labelled fruit photos” is a prediction. (a) True (b) False
15. 15.🔁 Training data, the model or a prediction: “past weather records”? (a) the model (b) training data (c) a prediction
16. 16.⏩ In machine learning, which comes first: the learned patterns or old emails marked spam? (a) the learned patterns (b) old emails marked spam
17. 17.⏩ In machine learning, which comes first: tomorrow’s rain guess or the learned patterns? (a) tomorrow’s rain guess (b) the learned patterns
18. 18.🔮 A trained model sees a new photo and says “mango”. This is… (a) training data (b) a password (c) a label error (d) a prediction
19. 19.Which of these is training data? (a) the trained program (b) 500 labelled leaf photos (c) what training builds (d) naming a new fruit photo
20. 20.True or false: “tomorrow’s rain guess” is the model. (a) True (b) False
21. 21.True or false: “500 labelled leaf photos” is a prediction. (a) True (b) False
22. 22.📦 What happens during training? (a) it charges up (b) it takes photos (c) it learns patterns (d) it prints labels
23. 23.⏩ In machine learning, which comes first: naming a new fruit photo or the learned patterns? (a) naming a new fruit photo (b) the learned patterns
24. 24.Which of these is a prediction? (a) naming a new fruit photo (b) past weather records (c) the trained program (d) 500 labelled leaf photos
25. 25.⏩ In machine learning, which comes first: the trained program or recorded spoken words? (a) the trained program (b) recorded spoken words
26. 26.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) the model (b) training data (c) a prediction
27. 27.Which of these is the model? (a) the learned patterns (b) tomorrow’s rain guess (c) recorded spoken words (d) typing a new spoken word
28. 28.🔁 Training data, the model or a prediction: “flagging a new email”? (a) training data (b) a prediction (c) the model
29. 29.True or false: “the trained program” is the model. (a) True (b) False
30. 30.True or false: “flagging a new email” is a prediction. (a) False (b) True
31. 31.True or false: “past weather records” is training data. (a) True (b) False
32. 32.⏩ In machine learning, which comes first: recorded spoken words or the trained program? (a) recorded spoken words (b) the trained program
33. 33.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) the model (b) training data (c) a prediction
34. 34.True or false: “the learned patterns” is the model. (a) False (b) True
35. 35.Which of these is a prediction? (a) naming a new leaf (b) what training builds (c) 500 labelled leaf photos (d) the learned patterns
36. 36.⏩ In machine learning, which comes first: old emails marked spam or the learned patterns? (a) old emails marked spam (b) the learned patterns
37. 37.True or false: “naming a new leaf” is a prediction. (a) True (b) False
38. 38.True or false: “typing a new spoken word” is the model. (a) False (b) True
39. 39.⏩ In machine learning, which comes first: past weather records or flagging a new email? (a) past weather records (b) flagging a new email
40. 40.True or false: “tomorrow’s rain guess” is a prediction. (a) False (b) True

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