← Training data, model and prediction lesson New set →

AI Worksheet: Training Data, Model, Prediction

AI for students lesson 3: Training data, model and prediction · Set 810 · 40 questions
TalentJR

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

Answer key

  1. a prediction
  2. training data
  3. data, model, prediction
  4. False
  5. tomorrow’s rain guess
  6. True
  7. a prediction
  8. it learns patterns
  9. the trained program
  10. the trained program
  11. True
  12. True
  13. False
  14. the learned patterns
  15. training data
  16. training data
  17. False
  18. a prediction
  19. False
  20. the model
  21. the learned patterns
  22. training data
  23. the learned patterns
  24. typing a new spoken word
  25. to see if it works
  26. past weather records
  27. a prediction
  28. recorded spoken words
  29. labelled fruit photos
  30. the model
  31. 500 labelled leaf photos
  32. False
  33. what training builds
  34. True
  35. the trained program
  36. labelled fruit photos
  37. naming a new leaf
  38. True
  39. recorded spoken words
  40. old emails marked spam

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