← 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 373 · 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.⏩ 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
  2. 2.🔁 Training data, the model or a prediction: “labelled fruit photos”? (a) the model (b) a prediction (c) training data
  3. 3.🔁 What is the right order? (a) prediction, data, model (b) data, prediction, model (c) model, prediction, data (d) data, model, prediction
  4. 4.Which of these is a prediction? (a) labelled fruit photos (b) the trained program (c) naming a new leaf (d) what training builds
  5. 5.Which of these is training data? (a) naming a new fruit photo (b) what training builds (c) typing a new spoken word (d) 500 labelled leaf photos
  6. 6.⏩ In machine learning, which comes first: what training builds or naming a new leaf? (a) what training builds (b) naming a new leaf
  7. 7.Which of these is a prediction? (a) what training builds (b) the learned patterns (c) tomorrow’s rain guess (d) the trained program
  8. 8.🔁 Training data, the model or a prediction: “typing a new spoken word”? (a) the model (b) training data (c) a prediction
  9. 9.Which of these is training data? (a) naming a new leaf (b) the learned patterns (c) flagging a new email (d) recorded spoken words
  10. 10.⏩ In machine learning, which comes first: the learned patterns or typing a new spoken word? (a) the learned patterns (b) typing a new spoken word
  11. 11.⏩ In machine learning, which comes first: naming a new leaf or the learned patterns? (a) naming a new leaf (b) the learned patterns
  12. 12.🔮 A trained model sees a new photo and says “mango”. This is… (a) training data (b) a label error (c) a password (d) a prediction
  13. 13.🔁 Training data, the model or a prediction: “500 labelled leaf photos”? (a) the model (b) a prediction (c) training data
  14. 14.📦 What happens during training? (a) it charges up (b) it takes photos (c) it learns patterns (d) it prints labels
  15. 15.True or false: “the learned patterns” is the model. (a) False (b) True
  16. 16.Which of these is training data? (a) what training builds (b) the trained program (c) old emails marked spam (d) typing a new spoken word
  17. 17.⏩ In machine learning, which comes first: flagging a new email or recorded spoken words? (a) flagging a new email (b) recorded spoken words
  18. 18.Which of these is the model? (a) past weather records (b) the trained program (c) 500 labelled leaf photos (d) labelled fruit photos
  19. 19.🔁 Training data, the model or a prediction: “old emails marked spam”? (a) training data (b) the model (c) a prediction
  20. 20.Which of these is a prediction? (a) the learned patterns (b) old emails marked spam (c) recorded spoken words (d) flagging a new email
  21. 21.Which of these is the model? (a) past weather records (b) the learned patterns (c) tomorrow’s rain guess (d) old emails marked spam
  22. 22.🔁 Training data, the model or a prediction: “past weather records”? (a) a prediction (b) training data (c) the model
  23. 23.True or false: “old emails marked spam” is a prediction. (a) True (b) False
  24. 24.⏩ 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
  25. 25.True or false: “recorded spoken words” is a prediction. (a) True (b) False
  26. 26.True or false: “500 labelled leaf photos” is the model. (a) True (b) False
  27. 27.True or false: “old emails marked spam” is training data. (a) True (b) False
  28. 28.⏩ In machine learning, which comes first: 500 labelled leaf photos or the trained program? (a) 500 labelled leaf photos (b) the trained program
  29. 29.⏩ In machine learning, which comes first: typing a new spoken word or recorded spoken words? (a) typing a new spoken word (b) recorded spoken words
  30. 30.🔁 Training data, the model or a prediction: “the trained program”? (a) a prediction (b) training data (c) the model
  31. 31.⏩ In machine learning, which comes first: the trained program or recorded spoken words? (a) the trained program (b) recorded spoken words
  32. 32.True or false: “flagging a new email” is training data. (a) True (b) False
  33. 33.⏩ In machine learning, which comes first: the trained program or flagging a new email? (a) the trained program (b) flagging a new email
  34. 34.⏩ In machine learning, which comes first: the trained program or labelled fruit photos? (a) the trained program (b) labelled fruit photos
  35. 35.Which of these is the model? (a) flagging a new email (b) recorded spoken words (c) 500 labelled leaf photos (d) what training builds
  36. 36.Which of these is training data? (a) the learned patterns (b) past weather records (c) tomorrow’s rain guess (d) the trained program
  37. 37.⏩ In machine learning, which comes first: 500 labelled leaf photos or naming a new fruit photo? (a) 500 labelled leaf photos (b) naming a new fruit photo
  38. 38.True or false: “the trained program” is a prediction. (a) False (b) True
  39. 39.⏩ In machine learning, which comes first: naming a new leaf or recorded spoken words? (a) naming a new leaf (b) recorded spoken words
  40. 40.🔁 Training data, the model or a prediction: “recorded spoken words”? (a) training data (b) the model (c) a prediction

Answer key

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

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