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