AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 393 · 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.Which of these is training data? (a) the trained program (b) the learned patterns (c) what training builds (d) old emails marked spam
2. 2.🔁 What is the right order? (a) prediction, data, model (b) data, prediction, model (c) data, model, prediction (d) model, prediction, data
3. 3.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) training data (b) a prediction (c) the model
4. 4.🔁 Training data, the model or a prediction: “recorded spoken words”? (a) training data (b) the model (c) a prediction
5. 5.True or false: “naming a new leaf” is training data. (a) True (b) False
6. 6.True or false: “labelled fruit photos” is training data. (a) True (b) False
7. 7.🧪 Why test a model on NEW examples? (a) to make it slower (b) to change its name (c) to delete its data (d) to see if it works
8. 8.Which of these is training data? (a) what training builds (b) labelled fruit photos (c) the trained program (d) naming a new leaf
9. 9.🔁 Training data, the model or a prediction: “what training builds”? (a) a prediction (b) training data (c) the model
10. 10.True or false: “500 labelled leaf photos” is training data. (a) False (b) True
11. 11.True or false: “naming a new fruit photo” is the model. (a) True (b) False
12. 12.Which of these is training data? (a) naming a new fruit photo (b) tomorrow’s rain guess (c) 500 labelled leaf photos (d) the learned patterns
13. 13.Which of these is training data? (a) tomorrow’s rain guess (b) naming a new leaf (c) flagging a new email (d) past weather records
14. 14.Which of these is a prediction? (a) labelled fruit photos (b) tomorrow’s rain guess (c) past weather records (d) old emails marked spam
15. 15.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) a prediction (b) the model (c) training data
16. 16.⏩ In machine learning, which comes first: tomorrow’s rain guess or old emails marked spam? (a) tomorrow’s rain guess (b) old emails marked spam
17. 17.📦 What happens during training? (a) it prints labels (b) it learns patterns (c) it takes photos (d) it charges up
18. 18.True or false: “old emails marked spam” is a prediction. (a) False (b) True
19. 19.True or false: “tomorrow’s rain guess” is a prediction. (a) True (b) False
20. 20.Which of these is a prediction? (a) past weather records (b) the learned patterns (c) flagging a new email (d) recorded spoken words
21. 21.⏩ In machine learning, which comes first: 500 labelled leaf photos or what training builds? (a) 500 labelled leaf photos (b) what training builds
22. 22.True or false: “typing a new spoken word” is the model. (a) False (b) True
23. 23.🔁 Training data, the model or a prediction: “the trained program”? (a) a prediction (b) training data (c) the model
24. 24.Which of these is a prediction? (a) naming a new leaf (b) recorded spoken words (c) the learned patterns (d) old emails marked spam
25. 25.⏩ In machine learning, which comes first: tomorrow’s rain guess or what training builds? (a) tomorrow’s rain guess (b) what training builds
26. 26.Which of these is a prediction? (a) typing a new spoken word (b) recorded spoken words (c) 500 labelled leaf photos (d) old emails marked spam
27. 27.🔁 Training data, the model or a prediction: “past weather records”? (a) a prediction (b) the model (c) training data
28. 28.True or false: “the trained program” is training data. (a) True (b) False
29. 29.True or false: “old emails marked spam” is the model. (a) True (b) False
30. 30.⏩ In machine learning, which comes first: the learned patterns or naming a new leaf? (a) the learned patterns (b) naming a new leaf
31. 31.True or false: “old emails marked spam” is training data. (a) False (b) True
32. 32.Which of these is the model? (a) naming a new leaf (b) the trained program (c) typing a new spoken word (d) tomorrow’s rain guess
33. 33.Which of these is training data? (a) recorded spoken words (b) tomorrow’s rain guess (c) the learned patterns (d) the trained program
34. 34.True or false: “recorded spoken words” is training data. (a) False (b) True
35. 35.Which of these is a prediction? (a) naming a new fruit photo (b) what training builds (c) past weather records (d) the learned patterns
36. 36.True or false: “typing a new spoken word” is a prediction. (a) False (b) True
37. 37.🔁 Training data, the model or a prediction: “the learned patterns”? (a) the model (b) a prediction (c) training data
38. 38.⏩ In machine learning, which comes first: naming a new leaf or the learned patterns? (a) naming a new leaf (b) the learned patterns
39. 39.⏩ In machine learning, which comes first: what training builds or flagging a new email? (a) what training builds (b) flagging a new email
40. 40.⏩ In machine learning, which comes first: 500 labelled leaf photos or the learned patterns? (a) 500 labelled leaf photos (b) the learned patterns

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