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AI for students lesson 23: Design a tiny AI project · Set 965 · 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 collected 170 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  2. 2.🎯 Diya’s bird-song app was tested on 25 new bird songs and got 19 right. What is its accuracy in percent?
  3. 3.📋 Planning an AI project: which comes first — fix it and test again or recheck every label? (a) fix it and test again (b) recheck every label
  4. 4.🎯 Saanvi’s recycling sorter was tested on 10 new waste photos and got 8 right. What is its accuracy in percent?
  5. 5.📦 Aarav collected 80 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  6. 6.📋 Planning an AI project: which comes first — pick a question to solve or let it learn patterns? (a) pick a question to solve (b) let it learn patterns
  7. 7.🎯 Ananya’s leaf identifier was tested on 25 new leaf photos and got 13 right. What is its accuracy in percent?
  8. 8.📋 Planning an AI project: which comes first — pick a question to solve or set aside test photos? (a) pick a question to solve (b) set aside test photos
  9. 9.📋 Planning an AI project: which comes first — improve data, retest or set aside test photos? (a) improve data, retest (b) set aside test photos
  10. 10.🧪 What is accuracy? (a) total − correct (b) total × 2 (c) correct ÷ total × 100 (d) correct + total
  11. 11.❌ Kabir’s leaf identifier was tested on 33 new leaf photos and got 26 right. How many did it get wrong?
  12. 12.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  13. 13.📋 Planning an AI project: which comes first — try unseen examples or fix it and test again? (a) try unseen examples (b) fix it and test again
  14. 14.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 40 right and Model B got 33 right. How many percentage points more accurate is Model A?
  15. 15.📦 Ananya collected 50 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  16. 16.🧪 Why must you test a model on examples it has NOT seen? (a) to see if it learned (b) to make it faster (c) to make it bigger (d) to save paper
  17. 17.📋 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
  18. 18.📋 Planning an AI project: which comes first — try unseen examples or work out the accuracy? (a) try unseen examples (b) work out the accuracy
  19. 19.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) more labelled examples (c) a new colour screen (d) a louder speaker
  20. 20.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 23 right and Model B got 22 right. How many percentage points more accurate is Model A?
  21. 21.📋 Planning an AI project: which comes first — try unseen examples or tag each photo by type? (a) try unseen examples (b) tag each photo by type
  22. 22.🧪 You can plan a simple AI project with… (a) paper and examples (b) only a big robot (c) nothing at all (d) a secret password
  23. 23.📋 Planning an AI project: which comes first — improve data, retest or pick a question to solve? (a) improve data, retest (b) pick a question to solve
  24. 24.📦 Vihaan collected 140 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  25. 25.🎯 Nisha’s bird-song app is 50% accurate. If it is tested on 100 new bird songs, how many should it get right?
  26. 26.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 36 right and Model B got 30 right. How many percentage points more accurate is Model A?
  27. 27.🎯 Kabir’s handwriting reader is 90% accurate. If it is tested on 50 new handwritten letters, how many should it get right?
  28. 28.📋 Planning an AI project: which comes first — fix it and test again or set aside test photos? (a) fix it and test again (b) set aside test photos
  29. 29.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 9 right and Model B got 5 right. How many percentage points more accurate is Model A?
  30. 30.📦 Tara collected 60 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  31. 31.📋 Planning an AI project: which comes first — calculate percent right or try unseen examples? (a) calculate percent right (b) try unseen examples
  32. 32.🎯 Saanvi’s fruit sorter was tested on 4 new fruit photos and got 3 right. What is its accuracy in percent?
  33. 33.🎯 Nisha’s bird-song app was tested on 25 new bird songs and got 24 right. What is its accuracy in percent?
  34. 34.📋 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
  35. 35.📋 Planning an AI project: which comes first — try unseen examples or collect fruit photos? (a) try unseen examples (b) collect fruit photos
  36. 36.🎯 Rohan’s bird-song app is 60% accurate. If it is tested on 50 new bird songs, how many should it get right?
  37. 37.📋 Planning an AI project: which comes first — gather many examples or improve data, retest? (a) gather many examples (b) improve data, retest
  38. 38.🎯 Kabir’s handwriting reader was tested on 4 new handwritten letters and got 2 right. What is its accuracy in percent?
  39. 39.📋 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
  40. 40.🎯 Aarav’s bird-song app is 70% accurate. If it is tested on 100 new bird songs, how many should it get right?

Answer key

  1. 136
  2. 76
  3. recheck every label
  4. 80
  5. 64
  6. pick a question to solve
  7. 52
  8. pick a question to solve
  9. set aside test photos
  10. correct ÷ total × 100
  11. 7
  12. test on new photos
  13. try unseen examples
  14. 14
  15. 40
  16. to see if it learned
  17. pick a question to solve
  18. try unseen examples
  19. more labelled examples
  20. 4
  21. tag each photo by type
  22. paper and examples
  23. pick a question to solve
  24. 112
  25. 50
  26. 12
  27. 45
  28. set aside test photos
  29. 40
  30. 48
  31. try unseen examples
  32. 75
  33. 96
  34. choose what to sort
  35. collect fruit photos
  36. 30
  37. gather many examples
  38. 50
  39. work out the accuracy
  40. 70

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