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AI for students lesson 23: Design a tiny AI project · Set 49 · 40 questions
TalentJR

AI tip (Accuracy = correct ÷ total × 100): Steps: 1 choose a problem → 2 collect examples → 3 label them → 4 check and correct bad labels (clean the data) → 5 split into training and test sets → 6 train → 7 test with new examples → 8 measure accuracy → 9 improve the data and retest. Accuracy = correct ÷ total × 100. Wrong = total − correct. Expected right = accuracy ÷ 100 × total. Keep some examples apart for testing (for example one fifth); the rest are for training.

NameDateTime takenScore ___ / 40
  1. 1.📋 Planning an AI project: which comes first — fix it and test again or let it learn patterns? (a) fix it and test again (b) let it learn patterns
  2. 2.🧪 What is accuracy? (a) total − correct (b) correct + total (c) correct ÷ total × 100 (d) total × 2
  3. 3.❌ Kabir’s fruit sorter was tested on 35 new fruit photos and got 27 right. How many did it get wrong?
  4. 4.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a louder speaker (c) a new colour screen (d) more labelled examples
  5. 5.🎯 Diya’s recycling sorter was tested on 20 new waste photos and got 17 right. What is its accuracy in percent?
  6. 6.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to make it faster (c) to save paper (d) to see if it learned
  7. 7.❌ Ishaan’s leaf identifier was tested on 30 new leaf photos and got 26 right. How many did it get wrong?
  8. 8.📋 Planning an AI project: which comes first — set aside test photos or collect fruit photos? (a) set aside test photos (b) collect fruit photos
  9. 9.🎯 Tara’s leaf identifier is 80% accurate. If it is tested on 30 new leaf photos, how many should it get right?
  10. 10.❌ Tara’s leaf identifier was tested on 44 new leaf photos and got 42 right. How many did it get wrong?
  11. 11.📋 Planning an AI project: which comes first — correct bad labels or tag each photo by type? (a) correct bad labels (b) tag each photo by type
  12. 12.🎯 Meera’s fruit sorter is 90% accurate. If it is tested on 80 new fruit photos, how many should it get right?
  13. 13.📦 Vihaan collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  14. 14.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 42 right and Model B got 37 right. How many percentage points more accurate is Model A?
  15. 15.📦 Vihaan collected 140 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  16. 16.📋 Planning an AI project: which comes first — fix it and test again or train the model? (a) fix it and test again (b) train the model
  17. 17.📋 Planning an AI project: which comes first — test on new photos or fix it and test again? (a) test on new photos (b) fix it and test again
  18. 18.📦 Rohan collected 130 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  19. 19.📋 Planning an AI project: which comes first — fix it and test again or work out the accuracy? (a) fix it and test again (b) work out the accuracy
  20. 20.❌ Rohan’s handwriting reader was tested on 24 new handwritten letters and got 16 right. How many did it get wrong?
  21. 21.📋 Planning an AI project: which comes first — pick a question to solve or train the model? (a) pick a question to solve (b) train the model
  22. 22.📋 Planning an AI project: which comes first — train the model or set aside test photos? (a) train the model (b) set aside test photos
  23. 23.🎯 Saanvi’s recycling sorter was tested on 50 new waste photos and got 42 right. What is its accuracy in percent?
  24. 24.📋 Planning an AI project: which comes first — set aside test photos or choose what to sort? (a) set aside test photos (b) choose what to sort
  25. 25.🎯 Nisha’s leaf identifier was tested on 50 new leaf photos and got 47 right. What is its accuracy in percent?
  26. 26.📦 Kabir collected 60 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  27. 27.📋 Planning an AI project: which comes first — calculate percent right or try unseen examples? (a) calculate percent right (b) try unseen examples
  28. 28.🎯 Aarav’s bird-song app was tested on 20 new bird songs and got 13 right. What is its accuracy in percent?
  29. 29.📋 Planning an AI project: which comes first — train the model or fix it and test again? (a) train the model (b) fix it and test again
  30. 30.📋 Planning an AI project: which comes first — try unseen examples or let it learn patterns? (a) try unseen examples (b) let it learn patterns
  31. 31.🎯 Ishaan’s recycling sorter is 90% accurate. If it is tested on 50 new waste photos, how many should it get right?
  32. 32.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  33. 33.📋 Planning an AI project: which comes first — try unseen examples or work out the accuracy? (a) try unseen examples (b) work out the accuracy
  34. 34.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 9 right and Model B got 6 right. How many percentage points more accurate is Model A?
  35. 35.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 17 right and Model B got 16 right. How many percentage points more accurate is Model A?
  36. 36.🧪 You can plan a simple AI project with… (a) only a big robot (b) nothing at all (c) a secret password (d) paper and examples
  37. 37.📋 Planning an AI project: which comes first — collect fruit photos or try unseen examples? (a) collect fruit photos (b) try unseen examples
  38. 38.📋 Planning an AI project: which comes first — let it learn patterns or calculate percent right? (a) let it learn patterns (b) calculate percent right
  39. 39.📋 Planning an AI project: which comes first — fix it and test again or test on new photos? (a) fix it and test again (b) test on new photos
  40. 40.❌ Saanvi’s bird-song app was tested on 43 new bird songs and got 40 right. How many did it get wrong?

Answer key

  1. let it learn patterns
  2. correct ÷ total × 100
  3. 8
  4. more labelled examples
  5. 85
  6. to see if it learned
  7. 4
  8. collect fruit photos
  9. 24
  10. 2
  11. tag each photo by type
  12. 72
  13. 104
  14. 10
  15. 112
  16. train the model
  17. test on new photos
  18. 104
  19. work out the accuracy
  20. 8
  21. pick a question to solve
  22. set aside test photos
  23. 84
  24. choose what to sort
  25. 94
  26. 48
  27. try unseen examples
  28. 65
  29. train the model
  30. let it learn patterns
  31. 45
  32. test on new photos
  33. try unseen examples
  34. 30
  35. 5
  36. paper and examples
  37. collect fruit photos
  38. let it learn patterns
  39. test on new photos
  40. 3

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