AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 932 · 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.⏩ In machine learning, which comes first: what training builds or typing a new spoken word? (a) what training builds (b) typing a new spoken word
2. 2.Which of these is the model? (a) flagging a new email (b) recorded spoken words (c) what training builds (d) naming a new leaf
3. 3.⏩ In machine learning, which comes first: typing a new spoken word or the learned patterns? (a) typing a new spoken word (b) the learned patterns
4. 4.🔁 Training data, the model or a prediction: “the learned patterns”? (a) training data (b) the model (c) a prediction
5. 5.🔮 A trained model sees a new photo and says “mango”. This is… (a) a prediction (b) training data (c) a label error (d) a password
6. 6.⏩ In machine learning, which comes first: 500 labelled leaf photos or the trained program? (a) 500 labelled leaf photos (b) the trained program
7. 7.🧪 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
8. 8.Which of these is training data? (a) recorded spoken words (b) tomorrow’s rain guess (c) naming a new leaf (d) flagging a new email
9. 9.⏩ In machine learning, which comes first: the learned patterns or tomorrow’s rain guess? (a) the learned patterns (b) tomorrow’s rain guess
10. 10.📦 What happens during training? (a) it charges up (b) it learns patterns (c) it takes photos (d) it prints labels
11. 11.⏩ In machine learning, which comes first: the learned patterns or old emails marked spam? (a) the learned patterns (b) old emails marked spam
12. 12.Which of these is training data? (a) the learned patterns (b) what training builds (c) naming a new leaf (d) old emails marked spam
13. 13.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) a prediction (b) training data (c) the model
14. 14.🔁 What is the right order? (a) model, prediction, data (b) data, prediction, model (c) data, model, prediction (d) prediction, data, model
15. 15.True or false: “the learned patterns” is a prediction. (a) True (b) False
16. 16.⏩ In machine learning, which comes first: tomorrow’s rain guess or the learned patterns? (a) tomorrow’s rain guess (b) the learned patterns
17. 17.⏩ In machine learning, which comes first: the learned patterns or 500 labelled leaf photos? (a) the learned patterns (b) 500 labelled leaf photos
18. 18.True or false: “tomorrow’s rain guess” is the model. (a) False (b) True
19. 19.True or false: “typing a new spoken word” is training data. (a) False (b) True
20. 20.Which of these is a prediction? (a) labelled fruit photos (b) old emails marked spam (c) recorded spoken words (d) flagging a new email
21. 21.Which of these is a prediction? (a) the trained program (b) labelled fruit photos (c) naming a new leaf (d) 500 labelled leaf photos
22. 22.⏩ In machine learning, which comes first: flagging a new email or the learned patterns? (a) flagging a new email (b) the learned patterns
23. 23.🔁 Training data, the model or a prediction: “what training builds”? (a) a prediction (b) the model (c) training data
24. 24.🔁 Training data, the model or a prediction: “naming a new leaf”? (a) the model (b) a prediction (c) training data
25. 25.⏩ 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
26. 26.🔁 Training data, the model or a prediction: “the trained program”? (a) a prediction (b) training data (c) the model
27. 27.True or false: “typing a new spoken word” is a prediction. (a) False (b) True
28. 28.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) the model (b) a prediction (c) training data
29. 29.🔁 Training data, the model or a prediction: “flagging a new email”? (a) a prediction (b) training data (c) the model
30. 30.True or false: “flagging a new email” is training data. (a) False (b) True
31. 31.True or false: “what training builds” is the model. (a) False (b) True
32. 32.⏩ In machine learning, which comes first: the learned patterns or naming a new leaf? (a) the learned patterns (b) naming a new leaf
33. 33.🔁 Training data, the model or a prediction: “tomorrow’s rain guess”? (a) a prediction (b) training data (c) the model
34. 34.True or false: “recorded spoken words” is training data. (a) False (b) True
35. 35.True or false: “labelled fruit photos” is a prediction. (a) True (b) False
36. 36.⏩ In machine learning, which comes first: the trained program or flagging a new email? (a) the trained program (b) flagging a new email
37. 37.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) the model (b) a prediction (c) training data
38. 38.True or false: “the trained program” is training data. (a) False (b) True
39. 39.True or false: “500 labelled leaf photos” is training data. (a) False (b) True
40. 40.True or false: “past weather records” is the model. (a) True (b) False

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