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AI for students lesson 23: Design a tiny AI project · Set 927 · 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.🎯 Aarav’s handwriting reader is 90% accurate. If it is tested on 90 new handwritten letters, how many should it get right?
  2. 2.📋 Planning an AI project: which comes first — fix it and test again or split train and test? (a) fix it and test again (b) split train and test
  3. 3.📦 Ananya collected 120 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  4. 4.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
  5. 5.🧪 Why must you test a model on examples it has NOT seen? (a) to see if it learned (b) to make it bigger (c) to make it faster (d) to save paper
  6. 6.⚖️ Two leaf identifier models were tested on the same 10 leaf photos. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  7. 7.📦 Kabir collected 170 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  8. 8.🎯 Ananya’s fruit sorter is 50% accurate. If it is tested on 30 new fruit photos, how many should it get right?
  9. 9.🧪 You can plan a simple AI project with… (a) a secret password (b) only a big robot (c) nothing at all (d) paper and examples
  10. 10.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos
  11. 11.📋 Planning an AI project: which comes first — recheck every label or collect fruit photos? (a) recheck every label (b) collect fruit photos
  12. 12.📋 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
  13. 13.🎯 Diya’s recycling sorter is 90% accurate. If it is tested on 20 new waste photos, how many should it get right?
  14. 14.🎯 Diya’s spam spotter is 90% accurate. If it is tested on 30 new messages, how many should it get right?
  15. 15.🧪 What is accuracy? (a) total − correct (b) correct + total (c) correct ÷ total × 100 (d) total × 2
  16. 16.🎯 Vihaan’s spam spotter is 80% accurate. If it is tested on 100 new messages, how many should it get right?
  17. 17.📦 Diya collected 160 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  18. 18.📋 Planning an AI project: which comes first — try unseen examples or collect fruit photos? (a) try unseen examples (b) collect fruit photos
  19. 19.🎯 Saanvi’s recycling sorter was tested on 50 new waste photos and got 49 right. What is its accuracy in percent?
  20. 20.❌ Arjun’s spam spotter was tested on 30 new messages and got 26 right. How many did it get wrong?
  21. 21.🎯 Ishaan’s leaf identifier is 70% accurate. If it is tested on 60 new leaf photos, how many should it get right?
  22. 22.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a new colour screen (c) a louder speaker (d) more labelled examples
  23. 23.📦 Diya collected 90 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  24. 24.🎯 Saanvi’s leaf identifier was tested on 4 new leaf photos and got 2 right. What is its accuracy in percent?
  25. 25.🎯 Arjun’s leaf identifier was tested on 50 new leaf photos and got 31 right. What is its accuracy in percent?
  26. 26.📦 Meera collected 70 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  27. 27.📋 Planning an AI project: which comes first — work out the accuracy or split train and test? (a) work out the accuracy (b) split train and test
  28. 28.🎯 Meera’s leaf identifier was tested on 4 new leaf photos and got 2 right. What is its accuracy in percent?
  29. 29.📋 Planning an AI project: which comes first — improve data, retest or label each example? (a) improve data, retest (b) label each example
  30. 30.⚖️ Two fruit sorter models were tested on the same 20 fruit photos. Model A got 17 right and Model B got 16 right. How many percentage points more accurate is Model A?
  31. 31.🎯 Ishaan’s handwriting reader was tested on 10 new handwritten letters and got 9 right. What is its accuracy in percent?
  32. 32.📦 Aarav collected 70 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  33. 33.🎯 Ananya’s spam spotter is 60% accurate. If it is tested on 70 new messages, how many should it get right?
  34. 34.🎯 Diya’s leaf identifier is 80% accurate. If it is tested on 100 new leaf photos, how many should it get right?
  35. 35.📦 Aarav collected 100 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  36. 36.🎯 Tara’s leaf identifier is 60% accurate. If it is tested on 60 new leaf photos, how many should it get right?
  37. 37.🎯 Diya’s fruit sorter is 50% accurate. If it is tested on 90 new fruit photos, how many should it get right?
  38. 38.📋 Planning an AI project: which comes first — split train and test or try unseen examples? (a) split train and test (b) try unseen examples
  39. 39.📦 Ishaan collected 80 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  40. 40.📋 Planning an AI project: which comes first — tag each photo by type or choose what to sort? (a) tag each photo by type (b) choose what to sort

Answer key

  1. 81
  2. split train and test
  3. 96
  4. calculate percent right
  5. to see if it learned
  6. 10
  7. 136
  8. 15
  9. paper and examples
  10. test on new photos
  11. collect fruit photos
  12. work out the accuracy
  13. 18
  14. 27
  15. correct ÷ total × 100
  16. 80
  17. 128
  18. collect fruit photos
  19. 98
  20. 4
  21. 42
  22. more labelled examples
  23. 72
  24. 50
  25. 62
  26. 56
  27. split train and test
  28. 50
  29. label each example
  30. 5
  31. 90
  32. 56
  33. 42
  34. 80
  35. 80
  36. 36
  37. 45
  38. split train and test
  39. 64
  40. choose what to sort

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