AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 163 · 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: “the learned patterns”? (a) training data (b) a prediction (c) the model
2. 2.🔁 Training data, the model or a prediction: “recorded spoken words”? (a) a prediction (b) training data (c) the model
3. 3.Which of these is a prediction? (a) 500 labelled leaf photos (b) what training builds (c) old emails marked spam (d) flagging a new email
4. 4.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) the model (b) a prediction (c) training data
5. 5.True or false: “naming a new leaf” is a prediction. (a) False (b) True
6. 6.⏩ In machine learning, which comes first: 500 labelled leaf photos or typing a new spoken word? (a) 500 labelled leaf photos (b) typing a new spoken word
7. 7.⏩ In machine learning, which comes first: old emails marked spam or naming a new fruit photo? (a) old emails marked spam (b) naming a new fruit photo
8. 8.Which of these is a prediction? (a) tomorrow’s rain guess (b) labelled fruit photos (c) what training builds (d) recorded spoken words
9. 9.⏩ In machine learning, which comes first: the trained program or flagging a new email? (a) the trained program (b) flagging a new email
10. 10.⏩ In machine learning, which comes first: the trained program or 500 labelled leaf photos? (a) the trained program (b) 500 labelled leaf photos
11. 11.📦 What happens during training? (a) it takes photos (b) it charges up (c) it prints labels (d) it learns patterns
12. 12.🔁 Training data, the model or a prediction: “the trained program”? (a) the model (b) a prediction (c) training data
13. 13.Which of these is training data? (a) naming a new leaf (b) tomorrow’s rain guess (c) typing a new spoken word (d) 500 labelled leaf photos
14. 14.True or false: “500 labelled leaf photos” is training data. (a) True (b) False
15. 15.🔁 Training data, the model or a prediction: “labelled fruit photos”? (a) a prediction (b) the model (c) training data
16. 16.⏩ In machine learning, which comes first: the learned patterns or tomorrow’s rain guess? (a) the learned patterns (b) tomorrow’s rain guess
17. 17.⏩ In machine learning, which comes first: tomorrow’s rain guess or the learned patterns? (a) tomorrow’s rain guess (b) the learned patterns
18. 18.Which of these is the model? (a) flagging a new email (b) labelled fruit photos (c) naming a new fruit photo (d) the learned patterns
19. 19.⏩ In machine learning, which comes first: typing a new spoken word or old emails marked spam? (a) typing a new spoken word (b) old emails marked spam
20. 20.🧪 Why test a model on NEW examples? (a) to change its name (b) to make it slower (c) to see if it works (d) to delete its data
21. 21.⏩ In machine learning, which comes first: tomorrow’s rain guess or what training builds? (a) tomorrow’s rain guess (b) what training builds
22. 22.🔁 Training data, the model or a prediction: “flagging a new email”? (a) training data (b) the model (c) a prediction
23. 23.True or false: “what training builds” is a prediction. (a) False (b) True
24. 24.🔮 A trained model sees a new photo and says “mango”. This is… (a) a label error (b) a prediction (c) training data (d) a password
25. 25.⏩ In machine learning, which comes first: the learned patterns or flagging a new email? (a) the learned patterns (b) flagging a new email
26. 26.⏩ In machine learning, which comes first: the trained program or tomorrow’s rain guess? (a) the trained program (b) tomorrow’s rain guess
27. 27.Which of these is a prediction? (a) labelled fruit photos (b) past weather records (c) the learned patterns (d) typing a new spoken word
28. 28.⏩ 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
29. 29.True or false: “recorded spoken words” is training data. (a) True (b) False
30. 30.True or false: “past weather records” is training data. (a) True (b) False
31. 31.🔁 What is the right order? (a) data, prediction, model (b) prediction, data, model (c) data, model, prediction (d) model, prediction, data
32. 32.True or false: “naming a new leaf” is the model. (a) False (b) True
33. 33.🔁 Training data, the model or a prediction: “past weather records”? (a) training data (b) a prediction (c) the model
34. 34.🔁 Training data, the model or a prediction: “tomorrow’s rain guess”? (a) training data (b) a prediction (c) the model
35. 35.⏩ In machine learning, which comes first: what training builds or recorded spoken words? (a) what training builds (b) recorded spoken words
36. 36.True or false: “the learned patterns” is training data. (a) False (b) True
37. 37.Which of these is the model? (a) flagging a new email (b) old emails marked spam (c) 500 labelled leaf photos (d) what training builds
38. 38.True or false: “the learned patterns” is the model. (a) True (b) False
39. 39.True or false: “tomorrow’s rain guess” is a prediction. (a) False (b) True
40. 40.True or false: “past weather records” is a prediction. (a) False (b) True

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