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