AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 114 · 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.True or false: “500 labelled leaf photos” is a prediction. (a) False (b) True
2. 2.Which of these is the model? (a) typing a new spoken word (b) recorded spoken words (c) the learned patterns (d) tomorrow’s rain guess
3. 3.Which of these is a prediction? (a) old emails marked spam (b) what training builds (c) tomorrow’s rain guess (d) the trained program
4. 4.Which of these is the model? (a) naming a new leaf (b) flagging a new email (c) what training builds (d) old emails marked spam
5. 5.Which of these is a prediction? (a) naming a new fruit photo (b) 500 labelled leaf photos (c) labelled fruit photos (d) past weather records
6. 6.⏩ 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
7. 7.True or false: “naming a new fruit photo” is a prediction. (a) False (b) True
8. 8.🔁 Training data, the model or a prediction: “flagging a new email”? (a) the model (b) training data (c) a prediction
9. 9.⏩ In machine learning, which comes first: naming a new fruit photo or labelled fruit photos? (a) naming a new fruit photo (b) labelled fruit photos
10. 10.🔁 Training data, the model or a prediction: “what training builds”? (a) the model (b) training data (c) a prediction
11. 11.⏩ In machine learning, which comes first: tomorrow’s rain guess or the learned patterns? (a) tomorrow’s rain guess (b) the learned patterns
12. 12.Which of these is a prediction? (a) recorded spoken words (b) past weather records (c) flagging a new email (d) the learned patterns
13. 13.True or false: “past weather records” is training data. (a) False (b) True
14. 14.📦 What happens during training? (a) it takes photos (b) it charges up (c) it learns patterns (d) it prints labels
15. 15.Which of these is training data? (a) old emails marked spam (b) the trained program (c) what training builds (d) naming a new fruit photo
16. 16.Which of these is the model? (a) naming a new fruit photo (b) tomorrow’s rain guess (c) flagging a new email (d) the trained program
17. 17.True or false: “what training builds” is training data. (a) False (b) True
18. 18.⏩ In machine learning, which comes first: labelled fruit photos or flagging a new email? (a) labelled fruit photos (b) flagging a new email
19. 19.🔁 Training data, the model or a prediction: “naming a new leaf”? (a) a prediction (b) training data (c) the model
20. 20.⏩ In machine learning, which comes first: the trained program or naming a new leaf? (a) the trained program (b) naming a new leaf
21. 21.🔁 What is the right order? (a) data, prediction, model (b) model, prediction, data (c) data, model, prediction (d) prediction, data, model
22. 22.True or false: “flagging a new email” is training data. (a) False (b) True
23. 23.⏩ In machine learning, which comes first: naming a new leaf or 500 labelled leaf photos? (a) naming a new leaf (b) 500 labelled leaf photos
24. 24.True or false: “naming a new fruit photo” is the model. (a) True (b) False
25. 25.True or false: “flagging a new email” is a prediction. (a) False (b) True
26. 26.True or false: “500 labelled leaf photos” is the model. (a) True (b) False
27. 27.⏩ 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
28. 28.🧪 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
29. 29.🔮 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
30. 30.⏩ In machine learning, which comes first: 500 labelled leaf photos or the learned patterns? (a) 500 labelled leaf photos (b) the learned patterns
31. 31.True or false: “the learned patterns” is the model. (a) True (b) False
32. 32.True or false: “the learned patterns” is a prediction. (a) True (b) False
33. 33.True or false: “typing a new spoken word” is a prediction. (a) False (b) True
34. 34.🔁 Training data, the model or a prediction: “recorded spoken words”? (a) the model (b) training data (c) a prediction
35. 35.🔁 Training data, the model or a prediction: “labelled fruit photos”? (a) a prediction (b) the model (c) training data
36. 36.⏩ In machine learning, which comes first: tomorrow’s rain guess or what training builds? (a) tomorrow’s rain guess (b) what training builds
37. 37.🔁 Training data, the model or a prediction: “the trained program”? (a) a prediction (b) training data (c) the model
38. 38.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) the model (b) training data (c) a prediction
39. 39.⏩ In machine learning, which comes first: the learned patterns or recorded spoken words? (a) the learned patterns (b) recorded spoken words
40. 40.Which of these is a prediction? (a) past weather records (b) the trained program (c) old emails marked spam (d) naming a new leaf

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