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