AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 365 · 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) the model (b) training data (c) a prediction
2. 2.Which of these is a prediction? (a) naming a new leaf (b) labelled fruit photos (c) the learned patterns (d) what training builds
3. 3.Which of these is a prediction? (a) recorded spoken words (b) the trained program (c) tomorrow’s rain guess (d) 500 labelled leaf photos
4. 4.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) the model (b) a prediction (c) training data
5. 5.🔁 Training data, the model or a prediction: “past weather records”? (a) a prediction (b) training data (c) the model
6. 6.📦 What happens during training? (a) it charges up (b) it takes photos (c) it learns patterns (d) it prints labels
7. 7.Which of these is training data? (a) naming a new leaf (b) typing a new spoken word (c) naming a new fruit photo (d) old emails marked spam
8. 8.True or false: “typing a new spoken word” is the model. (a) True (b) False
9. 9.⏩ In machine learning, which comes first: typing a new spoken word or recorded spoken words? (a) typing a new spoken word (b) recorded spoken words
10. 10.Which of these is training data? (a) the learned patterns (b) naming a new fruit photo (c) 500 labelled leaf photos (d) typing a new spoken word
11. 11.🔮 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
12. 12.Which of these is the model? (a) labelled fruit photos (b) tomorrow’s rain guess (c) the trained program (d) recorded spoken words
13. 13.⏩ In machine learning, which comes first: 500 labelled leaf photos or naming a new leaf? (a) 500 labelled leaf photos (b) naming a new leaf
14. 14.True or false: “naming a new fruit photo” is a prediction. (a) True (b) False
15. 15.True or false: “what training builds” is a prediction. (a) True (b) False
16. 16.True or false: “labelled fruit photos” is the model. (a) False (b) True
17. 17.🔁 What is the right order? (a) data, prediction, model (b) model, prediction, data (c) prediction, data, model (d) data, model, prediction
18. 18.🧪 Why test a model on NEW examples? (a) to change its name (b) to see if it works (c) to delete its data (d) to make it slower
19. 19.⏩ 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
20. 20.True or false: “500 labelled leaf photos” is training data. (a) False (b) True
21. 21.True or false: “flagging a new email” is a prediction. (a) True (b) False
22. 22.🔁 Training data, the model or a prediction: “flagging a new email”? (a) training data (b) a prediction (c) the model
23. 23.⏩ In machine learning, which comes first: past weather records or the learned patterns? (a) past weather records (b) the learned patterns
24. 24.True or false: “the learned patterns” is training data. (a) False (b) True
25. 25.🔁 Training data, the model or a prediction: “naming a new leaf”? (a) the model (b) a prediction (c) training data
26. 26.True or false: “500 labelled leaf photos” is the model. (a) False (b) True
27. 27.True or false: “what training builds” is the model. (a) True (b) False
28. 28.Which of these is training data? (a) the trained program (b) labelled fruit photos (c) what training builds (d) tomorrow’s rain guess
29. 29.Which of these is training data? (a) recorded spoken words (b) the learned patterns (c) naming a new fruit photo (d) flagging a new email
30. 30.⏩ In machine learning, which comes first: flagging a new email or 500 labelled leaf photos? (a) flagging a new email (b) 500 labelled leaf photos
31. 31.True or false: “past weather records” is a prediction. (a) True (b) False
32. 32.Which of these is a prediction? (a) past weather records (b) 500 labelled leaf photos (c) typing a new spoken word (d) the trained program
33. 33.Which of these is a prediction? (a) 500 labelled leaf photos (b) old emails marked spam (c) what training builds (d) flagging a new email
34. 34.True or false: “flagging a new email” is the model. (a) True (b) False
35. 35.⏩ In machine learning, which comes first: typing a new spoken word or the trained program? (a) typing a new spoken word (b) the trained program
36. 36.⏩ In machine learning, which comes first: the trained program or old emails marked spam? (a) the trained program (b) old emails marked spam
37. 37.Which of these is the model? (a) the learned patterns (b) labelled fruit photos (c) typing a new spoken word (d) recorded spoken words
38. 38.True or false: “past weather records” is training data. (a) True (b) False
39. 39.🔁 Training data, the model or a prediction: “recorded spoken words”? (a) a prediction (b) the model (c) training data
40. 40.Which of these is a prediction? (a) old emails marked spam (b) past weather records (c) naming a new fruit photo (d) 500 labelled leaf photos

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