AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 103 · 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: “the trained program” is training data. (a) False (b) True
2. 2.True or false: “the learned patterns” is training data. (a) False (b) True
3. 3.True or false: “past weather records” is training data. (a) False (b) True
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.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) training data (b) the model (c) a prediction
6. 6.Which of these is a prediction? (a) the learned patterns (b) recorded spoken words (c) what training builds (d) tomorrow’s rain guess
7. 7.🔮 A trained model sees a new photo and says “mango”. This is… (a) a prediction (b) a password (c) a label error (d) training data
8. 8.True or false: “recorded spoken words” is training data. (a) True (b) False
9. 9.🔁 Training data, the model or a prediction: “flagging a new email”? (a) the model (b) a prediction (c) training data
10. 10.🔁 Training data, the model or a prediction: “naming a new leaf”? (a) training data (b) the model (c) a prediction
11. 11.Which of these is the model? (a) naming a new fruit photo (b) the trained program (c) 500 labelled leaf photos (d) past weather records
12. 12.🔁 What is the right order? (a) data, model, prediction (b) prediction, data, model (c) model, prediction, data (d) data, prediction, model
13. 13.True or false: “what training builds” is training data. (a) True (b) False
14. 14.⏩ In machine learning, which comes first: the learned patterns or typing a new spoken word? (a) the learned patterns (b) typing a new spoken word
15. 15.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) the model (b) training data (c) a prediction
16. 16.📦 What happens during training? (a) it takes photos (b) it prints labels (c) it charges up (d) it learns patterns
17. 17.⏩ In machine learning, which comes first: naming a new leaf or recorded spoken words? (a) naming a new leaf (b) recorded spoken words
18. 18.🔁 Training data, the model or a prediction: “naming a new fruit photo”? (a) training data (b) the model (c) a prediction
19. 19.Which of these is the model? (a) flagging a new email (b) past weather records (c) what training builds (d) labelled fruit photos
20. 20.🔁 Training data, the model or a prediction: “what training builds”? (a) training data (b) the model (c) a prediction
21. 21.🔁 Training data, the model or a prediction: “past weather records”? (a) training data (b) the model (c) a prediction
22. 22.Which of these is training data? (a) the learned patterns (b) recorded spoken words (c) naming a new leaf (d) the trained program
23. 23.True or false: “tomorrow’s rain guess” is training data. (a) True (b) False
24. 24.🧪 Why test a model on NEW examples? (a) to delete its data (b) to make it slower (c) to change its name (d) to see if it works
25. 25.True or false: “old emails marked spam” is the model. (a) False (b) True
26. 26.⏩ In machine learning, which comes first: what training builds or naming a new leaf? (a) what training builds (b) naming a new leaf
27. 27.True or false: “typing a new spoken word” is a prediction. (a) True (b) False
28. 28.⏩ In machine learning, which comes first: the trained program or naming a new fruit photo? (a) the trained program (b) naming a new fruit photo
29. 29.True or false: “500 labelled leaf photos” is training data. (a) True (b) False
30. 30.⏩ In machine learning, which comes first: the trained program or tomorrow’s rain guess? (a) the trained program (b) tomorrow’s rain guess
31. 31.⏩ 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
32. 32.True or false: “naming a new fruit photo” is the model. (a) False (b) True
33. 33.🔁 Training data, the model or a prediction: “the trained program”? (a) the model (b) a prediction (c) training data
34. 34.Which of these is the model? (a) the learned patterns (b) naming a new leaf (c) recorded spoken words (d) labelled fruit photos
35. 35.True or false: “tomorrow’s rain guess” is a prediction. (a) False (b) True
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: “the learned patterns”? (a) training data (b) the model (c) a prediction
38. 38.Which of these is training data? (a) naming a new leaf (b) 500 labelled leaf photos (c) typing a new spoken word (d) the trained program
39. 39.⏩ In machine learning, which comes first: naming a new leaf or the learned patterns? (a) naming a new leaf (b) the learned patterns
40. 40.⏩ In machine learning, which comes first: what training builds or old emails marked spam? (a) what training builds (b) old emails marked spam

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