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AI for students lesson 23: Design a tiny AI project · Set 967 · 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.🎯 Arjun’s handwriting reader is 90% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
  2. 2.📦 Vihaan collected 60 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  3. 3.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 19 right and Model B got 13 right. How many percentage points more accurate is Model A?
  4. 4.📦 Ananya collected 200 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  5. 5.📦 Kabir collected 90 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  6. 6.📦 Rohan collected 130 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  7. 7.📦 Vihaan collected 180 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  8. 8.🎯 Vihaan’s bird-song app is 70% accurate. If it is tested on 60 new bird songs, how many should it get right?
  9. 9.❌ Arjun’s spam spotter was tested on 23 new messages and got 21 right. How many did it get wrong?
  10. 10.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 50 right and Model B got 48 right. How many percentage points more accurate is Model A?
  11. 11.🎯 Tara’s bird-song app is 60% accurate. If it is tested on 30 new bird songs, how many should it get right?
  12. 12.📦 Meera collected 100 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  13. 13.📦 Ananya collected 120 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  14. 14.🧪 You can plan a simple AI project with… (a) a secret password (b) only a big robot (c) paper and examples (d) nothing at all
  15. 15.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  16. 16.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to save paper (c) to make it bigger (d) to see if it learned
  17. 17.📋 Planning an AI project: which comes first — gather many examples or recheck every label? (a) gather many examples (b) recheck every label
  18. 18.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 10 right and Model B got 5 right. How many percentage points more accurate is Model A?
  19. 19.📋 Planning an AI project: which comes first — tag each photo by type or fix it and test again? (a) tag each photo by type (b) fix it and test again
  20. 20.📦 Saanvi collected 140 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  21. 21.📋 Planning an AI project: which comes first — recheck every label or improve data, retest? (a) recheck every label (b) improve data, retest
  22. 22.⚖️ Two leaf identifier models were tested on the same 25 leaf photos. Model A got 25 right and Model B got 24 right. How many percentage points more accurate is Model A?
  23. 23.📋 Planning an AI project: which comes first — gather many examples or split train and test? (a) gather many examples (b) split train and test
  24. 24.🎯 Ananya’s handwriting reader is 50% accurate. If it is tested on 30 new handwritten letters, how many should it get right?
  25. 25.❌ Ishaan’s bird-song app was tested on 33 new bird songs and got 27 right. How many did it get wrong?
  26. 26.⚖️ 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?
  27. 27.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) more labelled examples (c) a louder speaker (d) fewer examples
  28. 28.📋 Planning an AI project: which comes first — let it learn patterns or choose what to sort? (a) let it learn patterns (b) choose what to sort
  29. 29.📋 Planning an AI project: which comes first — calculate percent right or recheck every label? (a) calculate percent right (b) recheck every label
  30. 30.❌ Aarav’s spam spotter was tested on 35 new messages and got 33 right. How many did it get wrong?
  31. 31.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 48 right and Model B got 36 right. How many percentage points more accurate is Model A?
  32. 32.📋 Planning an AI project: which comes first — work out the accuracy or let it learn patterns? (a) work out the accuracy (b) let it learn patterns
  33. 33.📦 Arjun collected 100 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  34. 34.📋 Planning an AI project: which comes first — let it learn patterns or tag each photo by type? (a) let it learn patterns (b) tag each photo by type
  35. 35.🎯 Meera’s bird-song app is 50% accurate. If it is tested on 30 new bird songs, how many should it get right?
  36. 36.⚖️ Two fruit sorter models were tested on the same 20 fruit photos. Model A got 19 right and Model B got 11 right. How many percentage points more accurate is Model A?
  37. 37.📋 Planning an AI project: which comes first — gather many examples or fix it and test again? (a) gather many examples (b) fix it and test again
  38. 38.🎯 Arjun’s handwriting reader is 70% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
  39. 39.📋 Planning an AI project: which comes first — tag each photo by type or calculate percent right? (a) tag each photo by type (b) calculate percent right
  40. 40.❌ Kabir’s leaf identifier was tested on 44 new leaf photos and got 41 right. How many did it get wrong?

Answer key

  1. 18
  2. 48
  3. 24
  4. 160
  5. 72
  6. 104
  7. 144
  8. 42
  9. 2
  10. 4
  11. 18
  12. 80
  13. 96
  14. paper and examples
  15. test on new photos
  16. to see if it learned
  17. gather many examples
  18. 50
  19. tag each photo by type
  20. 112
  21. recheck every label
  22. 4
  23. gather many examples
  24. 15
  25. 6
  26. 10
  27. more labelled examples
  28. choose what to sort
  29. recheck every label
  30. 2
  31. 24
  32. let it learn patterns
  33. 80
  34. tag each photo by type
  35. 15
  36. 40
  37. gather many examples
  38. 14
  39. tag each photo by type
  40. 3

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