AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 239 · 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.🔁 What is the right order? (a) data, prediction, model (b) model, prediction, data (c) prediction, data, model (d) data, model, prediction
2. 2.🔁 Training data, the model or a prediction: “labelled fruit photos”? (a) the model (b) a prediction (c) training data
3. 3.Which of these is training data? (a) the trained program (b) 500 labelled leaf photos (c) the learned patterns (d) naming a new leaf
4. 4.⏩ In machine learning, which comes first: tomorrow’s rain guess or 500 labelled leaf photos? (a) tomorrow’s rain guess (b) 500 labelled leaf photos
5. 5.⏩ In machine learning, which comes first: old emails marked spam or the trained program? (a) old emails marked spam (b) the trained program
6. 6.⏩ In machine learning, which comes first: what training builds or recorded spoken words? (a) what training builds (b) recorded spoken words
7. 7.True or false: “tomorrow’s rain guess” is training data. (a) False (b) True
8. 8.🧪 Why test a model on NEW examples? (a) to delete its data (b) to change its name (c) to see if it works (d) to make it slower
9. 9.🔁 Training data, the model or a prediction: “recorded spoken words”? (a) the model (b) training data (c) a prediction
10. 10.🔁 Training data, the model or a prediction: “naming a new fruit photo”? (a) training data (b) the model (c) a prediction
11. 11.🔁 Training data, the model or a prediction: “naming a new leaf”? (a) the model (b) training data (c) a prediction
12. 12.Which of these is training data? (a) naming a new leaf (b) the learned patterns (c) past weather records (d) tomorrow’s rain guess
13. 13.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) training data (b) the model (c) a prediction
14. 14.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) training data (b) the model (c) a prediction
15. 15.🔁 Training data, the model or a prediction: “tomorrow’s rain guess”? (a) training data (b) a prediction (c) the model
16. 16.Which of these is a prediction? (a) flagging a new email (b) recorded spoken words (c) past weather records (d) old emails marked spam
17. 17.True or false: “labelled fruit photos” is training data. (a) True (b) False
18. 18.True or false: “the trained program” is the model. (a) True (b) False
19. 19.🔁 Training data, the model or a prediction: “past weather records”? (a) a prediction (b) the model (c) training data
20. 20.⏩ In machine learning, which comes first: naming a new leaf or what training builds? (a) naming a new leaf (b) what training builds
21. 21.Which of these is the model? (a) typing a new spoken word (b) flagging a new email (c) the trained program (d) recorded spoken words
22. 22.True or false: “flagging a new email” is the model. (a) False (b) True
23. 23.True or false: “the learned patterns” is the model. (a) True (b) False
24. 24.⏩ In machine learning, which comes first: labelled fruit photos or what training builds? (a) labelled fruit photos (b) what training builds
25. 25.True or false: “tomorrow’s rain guess” is a prediction. (a) True (b) False
26. 26.🔁 Training data, the model or a prediction: “the trained program”? (a) a prediction (b) the model (c) training data
27. 27.Which of these is training data? (a) the trained program (b) flagging a new email (c) naming a new leaf (d) recorded spoken words
28. 28.⏩ In machine learning, which comes first: the learned patterns or tomorrow’s rain guess? (a) the learned patterns (b) tomorrow’s rain guess
29. 29.🔁 Training data, the model or a prediction: “the learned patterns”? (a) the model (b) a prediction (c) training data
30. 30.True or false: “old emails marked spam” is training data. (a) False (b) True
31. 31.Which of these is the model? (a) naming a new leaf (b) typing a new spoken word (c) the learned patterns (d) naming a new fruit photo
32. 32.True or false: “500 labelled leaf photos” is the model. (a) False (b) True
33. 33.⏩ In machine learning, which comes first: tomorrow’s rain guess or what training builds? (a) tomorrow’s rain guess (b) what training builds
34. 34.⏩ In machine learning, which comes first: the learned patterns or typing a new spoken word? (a) the learned patterns (b) typing a new spoken word
35. 35.True or false: “recorded spoken words” is training data. (a) False (b) True
36. 36.Which of these is a prediction? (a) what training builds (b) old emails marked spam (c) tomorrow’s rain guess (d) the learned patterns
37. 37.True or false: “past weather records” is the model. (a) False (b) True
38. 38.Which of these is a prediction? (a) what training builds (b) recorded spoken words (c) naming a new leaf (d) 500 labelled leaf photos
39. 39.True or false: “what training builds” is training data. (a) True (b) False
40. 40.🔁 Training data, the model or a prediction: “flagging a new email”? (a) the model (b) training data (c) a prediction

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