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AI for students lesson 23: Design a tiny AI project · Set 918 · 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.🎯 Saanvi’s fruit sorter is 50% accurate. If it is tested on 20 new fruit photos, how many should it get right?
  2. 2.❌ Saanvi’s bird-song app was tested on 43 new bird songs and got 37 right. How many did it get wrong?
  3. 3.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) fewer examples (c) a new colour screen (d) a louder speaker
  4. 4.📦 Ishaan collected 60 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  5. 5.❌ Rohan’s fruit sorter was tested on 18 new fruit photos and got 14 right. How many did it get wrong?
  6. 6.🎯 Diya’s spam spotter was tested on 25 new messages and got 24 right. What is its accuracy in percent?
  7. 7.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to see if it learned (c) to save paper (d) to make it faster
  8. 8.🧪 What is accuracy? (a) correct + total (b) correct ÷ total × 100 (c) total × 2 (d) total − correct
  9. 9.📋 Planning an AI project: which comes first — work out the accuracy or set aside test photos? (a) work out the accuracy (b) set aside test photos
  10. 10.📦 Kabir collected 60 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  11. 11.❌ Aarav’s spam spotter was tested on 27 new messages and got 24 right. How many did it get wrong?
  12. 12.📋 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
  13. 13.📦 Tara collected 40 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  14. 14.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  15. 15.🎯 Ananya’s leaf identifier is 50% accurate. If it is tested on 90 new leaf photos, how many should it get right?
  16. 16.📋 Planning an AI project: which comes first — correct bad labels or test on new photos? (a) correct bad labels (b) test on new photos
  17. 17.❌ Aarav’s bird-song app was tested on 25 new bird songs and got 22 right. How many did it get wrong?
  18. 18.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 44 right and Model B got 29 right. How many percentage points more accurate is Model A?
  19. 19.📋 Planning an AI project: which comes first — label each example or improve data, retest? (a) label each example (b) improve data, retest
  20. 20.📋 Planning an AI project: which comes first — fix it and test again or choose what to sort? (a) fix it and test again (b) choose what to sort
  21. 21.📋 Planning an AI project: which comes first — work out the accuracy or fix it and test again? (a) work out the accuracy (b) fix it and test again
  22. 22.🎯 Vihaan’s handwriting reader is 90% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
  23. 23.🎯 Meera’s fruit sorter was tested on 5 new fruit photos and got 5 right. What is its accuracy in percent?
  24. 24.📋 Planning an AI project: which comes first — label each example or split train and test? (a) label each example (b) split train and test
  25. 25.🧪 You can plan a simple AI project with… (a) nothing at all (b) paper and examples (c) a secret password (d) only a big robot
  26. 26.📋 Planning an AI project: which comes first — collect fruit photos or pick a question to solve? (a) collect fruit photos (b) pick a question to solve
  27. 27.📦 Ishaan collected 180 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  28. 28.🎯 Ishaan’s recycling sorter is 70% accurate. If it is tested on 50 new waste photos, how many should it get right?
  29. 29.📋 Planning an AI project: which comes first — test on new photos or choose what to sort? (a) test on new photos (b) choose what to sort
  30. 30.📋 Planning an AI project: which comes first — train the model or correct bad labels? (a) train the model (b) correct bad labels
  31. 31.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 25 right and Model B got 24 right. How many percentage points more accurate is Model A?
  32. 32.📦 Diya collected 80 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  33. 33.❌ Saanvi’s bird-song app was tested on 17 new bird songs and got 16 right. How many did it get wrong?
  34. 34.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 45 right and Model B got 30 right. How many percentage points more accurate is Model A?
  35. 35.⚖️ Two recycling sorter models were tested on the same 10 waste photos. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  36. 36.❌ Nisha’s fruit sorter was tested on 50 new fruit photos and got 47 right. How many did it get wrong?
  37. 37.📋 Planning an AI project: which comes first — gather many examples or recheck every label? (a) gather many examples (b) recheck every label
  38. 38.🎯 Aarav’s bird-song app is 80% accurate. If it is tested on 60 new bird songs, how many should it get right?
  39. 39.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  40. 40.🎯 Rohan’s spam spotter was tested on 50 new messages and got 38 right. What is its accuracy in percent?

Answer key

  1. 10
  2. 6
  3. more labelled examples
  4. 48
  5. 4
  6. 96
  7. to see if it learned
  8. correct ÷ total × 100
  9. set aside test photos
  10. 48
  11. 3
  12. work out the accuracy
  13. 32
  14. test on new photos
  15. 45
  16. correct bad labels
  17. 3
  18. 30
  19. label each example
  20. choose what to sort
  21. work out the accuracy
  22. 18
  23. 100
  24. label each example
  25. paper and examples
  26. pick a question to solve
  27. 144
  28. 35
  29. choose what to sort
  30. correct bad labels
  31. 4
  32. 64
  33. 1
  34. 30
  35. 10
  36. 3
  37. gather many examples
  38. 48
  39. 10
  40. 76

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