AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 748 · 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 learned patterns (b) tomorrow’s rain guess (c) what training builds (d) 500 labelled leaf photos
2. 2.Which of these is training data? (a) recorded spoken words (b) flagging a new email (c) what training builds (d) the trained program
3. 3.⏩ In machine learning, which comes first: the learned patterns or naming a new fruit photo? (a) the learned patterns (b) naming a new fruit photo
4. 4.⏩ In machine learning, which comes first: naming a new leaf or what training builds? (a) naming a new leaf (b) what training builds
5. 5.Which of these is a prediction? (a) old emails marked spam (b) flagging a new email (c) the learned patterns (d) labelled fruit photos
6. 6.True or false: “old emails marked spam” is training data. (a) False (b) True
7. 7.Which of these is the model? (a) 500 labelled leaf photos (b) past weather records (c) what training builds (d) recorded spoken words
8. 8.⏩ In machine learning, which comes first: what training builds or tomorrow’s rain guess? (a) what training builds (b) tomorrow’s rain guess
9. 9.Which of these is the model? (a) old emails marked spam (b) 500 labelled leaf photos (c) the learned patterns (d) past weather records
10. 10.⏩ In machine learning, which comes first: flagging a new email or the trained program? (a) flagging a new email (b) the trained program
11. 11.🧪 Why test a model on NEW examples? (a) to make it slower (b) to see if it works (c) to change its name (d) to delete its data
12. 12.🔁 Training data, the model or a prediction: “naming a new leaf”? (a) the model (b) training data (c) a prediction
13. 13.True or false: “the trained program” is the model. (a) True (b) False
14. 14.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) the model (b) a prediction (c) training data
15. 15.Which of these is the model? (a) typing a new spoken word (b) naming a new fruit photo (c) the trained program (d) labelled fruit photos
16. 16.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) the model (b) a prediction (c) training data
17. 17.True or false: “500 labelled leaf photos” is training data. (a) True (b) False
18. 18.🔮 A trained model sees a new photo and says “mango”. This is… (a) a prediction (b) a label error (c) a password (d) training data
19. 19.⏩ In machine learning, which comes first: recorded spoken words or what training builds? (a) recorded spoken words (b) what training builds
20. 20.⏩ In machine learning, which comes first: the trained program or tomorrow’s rain guess? (a) the trained program (b) tomorrow’s rain guess
21. 21.🔁 Training data, the model or a prediction: “labelled fruit photos”? (a) training data (b) the model (c) a prediction
22. 22.🔁 What is the right order? (a) model, prediction, data (b) prediction, data, model (c) data, model, prediction (d) data, prediction, model
23. 23.⏩ 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
24. 24.🔁 Training data, the model or a prediction: “the learned patterns”? (a) training data (b) a prediction (c) the model
25. 25.True or false: “tomorrow’s rain guess” is a prediction. (a) True (b) False
26. 26.⏩ In machine learning, which comes first: tomorrow’s rain guess or the trained program? (a) tomorrow’s rain guess (b) the trained program
27. 27.True or false: “flagging a new email” is training data. (a) True (b) False
28. 28.⏩ In machine learning, which comes first: recorded spoken words or tomorrow’s rain guess? (a) recorded spoken words (b) tomorrow’s rain guess
29. 29.📦 What happens during training? (a) it charges up (b) it takes photos (c) it learns patterns (d) it prints labels
30. 30.Which of these is training data? (a) naming a new leaf (b) naming a new fruit photo (c) tomorrow’s rain guess (d) old emails marked spam
31. 31.⏩ In machine learning, which comes first: flagging a new email or the learned patterns? (a) flagging a new email (b) the learned patterns
32. 32.⏩ In machine learning, which comes first: recorded spoken words or naming a new leaf? (a) recorded spoken words (b) naming a new leaf
33. 33.True or false: “the learned patterns” is a prediction. (a) True (b) False
34. 34.Which of these is training data? (a) tomorrow’s rain guess (b) past weather records (c) naming a new leaf (d) flagging a new email
35. 35.True or false: “what training builds” is the model. (a) True (b) False
36. 36.True or false: “labelled fruit photos” is training data. (a) False (b) True
37. 37.🔁 Training data, the model or a prediction: “tomorrow’s rain guess”? (a) training data (b) the model (c) a prediction
38. 38.⏩ In machine learning, which comes first: flagging a new email or recorded spoken words? (a) flagging a new email (b) recorded spoken words
39. 39.True or false: “recorded spoken words” is the model. (a) True (b) False
40. 40.⏩ In machine learning, which comes first: old emails marked spam or typing a new spoken word? (a) old emails marked spam (b) typing a new spoken word

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