AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 203 · 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: “old emails marked spam”? (a) the model (b) training data (c) a prediction
2. 2.📦 What happens during training? (a) it charges up (b) it takes photos (c) it prints labels (d) it learns patterns
3. 3.Which of these is training data? (a) the trained program (b) tomorrow’s rain guess (c) naming a new leaf (d) 500 labelled leaf photos
4. 4.🔮 A trained model sees a new photo and says “mango”. This is… (a) training data (b) a prediction (c) a password (d) a label error
5. 5.True or false: “naming a new leaf” is a prediction. (a) False (b) True
6. 6.🔁 Training data, the model or a prediction: “what training builds”? (a) training data (b) a prediction (c) the model
7. 7.Which of these is a prediction? (a) recorded spoken words (b) what training builds (c) naming a new fruit photo (d) old emails marked spam
8. 8.True or false: “naming a new fruit photo” is training data. (a) True (b) False
9. 9.⏩ In machine learning, which comes first: the learned patterns or flagging a new email? (a) the learned patterns (b) flagging a new email
10. 10.🧪 Why test a model on NEW examples? (a) to change its name (b) to delete its data (c) to make it slower (d) to see if it works
11. 11.True or false: “500 labelled leaf photos” is training data. (a) True (b) False
12. 12.True or false: “naming a new leaf” is training data. (a) False (b) True
13. 13.🔁 Training data, the model or a prediction: “the learned patterns”? (a) training data (b) a prediction (c) the model
14. 14.True or false: “old emails marked spam” is a prediction. (a) False (b) True
15. 15.⏩ In machine learning, which comes first: tomorrow’s rain guess or what training builds? (a) tomorrow’s rain guess (b) what training builds
16. 16.⏩ 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
17. 17.🔁 Training data, the model or a prediction: “past weather records”? (a) the model (b) a prediction (c) training data
18. 18.⏩ In machine learning, which comes first: naming a new leaf or recorded spoken words? (a) naming a new leaf (b) recorded spoken words
19. 19.⏩ In machine learning, which comes first: labelled fruit photos or tomorrow’s rain guess? (a) labelled fruit photos (b) tomorrow’s rain guess
20. 20.True or false: “flagging a new email” is a prediction. (a) True (b) False
21. 21.⏩ 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
22. 22.True or false: “naming a new fruit photo” is a prediction. (a) False (b) True
23. 23.True or false: “the trained program” is the model. (a) False (b) True
24. 24.Which of these is training data? (a) naming a new leaf (b) old emails marked spam (c) the trained program (d) what training builds
25. 25.🔁 Training data, the model or a prediction: “naming a new fruit photo”? (a) training data (b) a prediction (c) the model
26. 26.True or false: “past weather records” is the model. (a) True (b) False
27. 27.⏩ In machine learning, which comes first: the learned patterns or labelled fruit photos? (a) the learned patterns (b) labelled fruit photos
28. 28.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) a prediction (b) training data (c) the model
29. 29.True or false: “old emails marked spam” is training data. (a) True (b) False
30. 30.True or false: “past weather records” is training data. (a) False (b) True
31. 31.🔁 Training data, the model or a prediction: “the trained program”? (a) the model (b) training data (c) a prediction
32. 32.Which of these is a prediction? (a) past weather records (b) the learned patterns (c) recorded spoken words (d) typing a new spoken word
33. 33.Which of these is training data? (a) naming a new fruit photo (b) what training builds (c) the trained program (d) past weather records
34. 34.🔁 Training data, the model or a prediction: “tomorrow’s rain guess”? (a) training data (b) a prediction (c) the model
35. 35.🔁 What is the right order? (a) data, model, prediction (b) data, prediction, model (c) prediction, data, model (d) model, prediction, data
36. 36.🔁 Training data, the model or a prediction: “flagging a new email”? (a) a prediction (b) training data (c) the model
37. 37.⏩ In machine learning, which comes first: typing a new spoken word or labelled fruit photos? (a) typing a new spoken word (b) labelled fruit photos
38. 38.⏩ In machine learning, which comes first: 500 labelled leaf photos or what training builds? (a) 500 labelled leaf photos (b) what training builds
39. 39.True or false: “flagging a new email” is training data. (a) False (b) True
40. 40.True or false: “recorded spoken words” is training data. (a) False (b) True

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