AI Worksheet: Training Data, Model, Prediction

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

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