AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 206 · 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.🧪 Why test a model on NEW examples? (a) to make it slower (b) to change its name (c) to see if it works (d) to delete its data
2. 2.🔁 What is the right order? (a) prediction, data, model (b) data, prediction, model (c) data, model, prediction (d) model, prediction, data
3. 3.🔁 Training data, the model or a prediction: “what training builds”? (a) a prediction (b) training data (c) the model
4. 4.Which of these is training data? (a) the learned patterns (b) tomorrow’s rain guess (c) labelled fruit photos (d) naming a new leaf
5. 5.⏩ In machine learning, which comes first: what training builds or old emails marked spam? (a) what training builds (b) old emails marked spam
6. 6.True or false: “flagging a new email” is a prediction. (a) True (b) False
7. 7.📦 What happens during training? (a) it charges up (b) it prints labels (c) it takes photos (d) it learns patterns
8. 8.🔮 A trained model sees a new photo and says “mango”. This is… (a) a prediction (b) a password (c) training data (d) a label error
9. 9.Which of these is a prediction? (a) past weather records (b) naming a new fruit photo (c) recorded spoken words (d) the learned patterns
10. 10.True or false: “what training builds” is the model. (a) True (b) False
11. 11.⏩ In machine learning, which comes first: naming a new leaf or the trained program? (a) naming a new leaf (b) the trained program
12. 12.⏩ 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
13. 13.⏩ In machine learning, which comes first: typing a new spoken word or what training builds? (a) typing a new spoken word (b) what training builds
14. 14.True or false: “500 labelled leaf photos” is the model. (a) False (b) True
15. 15.Which of these is the model? (a) flagging a new email (b) recorded spoken words (c) the learned patterns (d) labelled fruit photos
16. 16.⏩ In machine learning, which comes first: flagging a new email or the trained program? (a) flagging a new email (b) the trained program
17. 17.🔁 Training data, the model or a prediction: “the learned patterns”? (a) the model (b) training data (c) a prediction
18. 18.🔁 Training data, the model or a prediction: “past weather records”? (a) the model (b) a prediction (c) training data
19. 19.True or false: “the learned patterns” is the model. (a) True (b) False
20. 20.🔁 Training data, the model or a prediction: “labelled fruit photos”? (a) the model (b) a prediction (c) training data
21. 21.Which of these is training data? (a) naming a new fruit photo (b) 500 labelled leaf photos (c) the learned patterns (d) tomorrow’s rain guess
22. 22.True or false: “labelled fruit photos” is training data. (a) True (b) False
23. 23.⏩ In machine learning, which comes first: the learned patterns or recorded spoken words? (a) the learned patterns (b) recorded spoken words
24. 24.⏩ In machine learning, which comes first: tomorrow’s rain guess or recorded spoken words? (a) tomorrow’s rain guess (b) recorded spoken words
25. 25.⏩ In machine learning, which comes first: old emails marked spam or naming a new leaf? (a) old emails marked spam (b) naming a new leaf
26. 26.True or false: “naming a new fruit photo” is the model. (a) False (b) True
27. 27.True or false: “the trained program” is the model. (a) False (b) True
28. 28.True or false: “recorded spoken words” is a prediction. (a) False (b) True
29. 29.⏩ In machine learning, which comes first: the learned patterns or tomorrow’s rain guess? (a) the learned patterns (b) tomorrow’s rain guess
30. 30.⏩ In machine learning, which comes first: naming a new fruit photo or what training builds? (a) naming a new fruit photo (b) what training builds
31. 31.⏩ 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
32. 32.🔁 Training data, the model or a prediction: “the trained program”? (a) a prediction (b) training data (c) the model
33. 33.Which of these is the model? (a) the trained program (b) naming a new leaf (c) 500 labelled leaf photos (d) recorded spoken words
34. 34.Which of these is a prediction? (a) labelled fruit photos (b) the trained program (c) old emails marked spam (d) naming a new leaf
35. 35.Which of these is the model? (a) old emails marked spam (b) recorded spoken words (c) what training builds (d) labelled fruit photos
36. 36.🔁 Training data, the model or a prediction: “naming a new fruit photo”? (a) the model (b) training data (c) a prediction
37. 37.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) training data (b) the model (c) a prediction
38. 38.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) the model (b) a prediction (c) training data
39. 39.Which of these is a prediction? (a) past weather records (b) what training builds (c) tomorrow’s rain guess (d) the learned patterns
40. 40.⏩ In machine learning, which comes first: 500 labelled leaf photos or tomorrow’s rain guess? (a) 500 labelled leaf photos (b) tomorrow’s rain guess

Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students