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