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AI for students lesson 23: Design a tiny AI project · Set 403 · 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.🧪 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
  2. 2.❌ Vihaan’s recycling sorter was tested on 44 new waste photos and got 36 right. How many did it get wrong?
  3. 3.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to save paper (c) to see if it learned (d) to make it faster
  4. 4.📋 Planning an AI project: which comes first — try unseen examples or collect fruit photos? (a) try unseen examples (b) collect fruit photos
  5. 5.🧪 What is accuracy? (a) total × 2 (b) correct + total (c) total − correct (d) correct ÷ total × 100
  6. 6.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  7. 7.📋 Planning an AI project: which comes first — fix it and test again or calculate percent right? (a) fix it and test again (b) calculate percent right
  8. 8.🎯 Saanvi’s fruit sorter is 80% accurate. If it is tested on 60 new fruit photos, how many should it get right?
  9. 9.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 45 right and Model B got 39 right. How many percentage points more accurate is Model A?
  10. 10.🎯 Arjun’s leaf identifier is 90% accurate. If it is tested on 10 new leaf photos, how many should it get right?
  11. 11.🎯 Meera’s leaf identifier is 60% accurate. If it is tested on 20 new leaf photos, how many should it get right?
  12. 12.📦 Aarav collected 40 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  13. 13.📋 Planning an AI project: which comes first — calculate percent right or try unseen examples? (a) calculate percent right (b) try unseen examples
  14. 14.📋 Planning an AI project: which comes first — choose what to sort or improve data, retest? (a) choose what to sort (b) improve data, retest
  15. 15.🎯 Ishaan’s handwriting reader was tested on 4 new handwritten letters and got 4 right. What is its accuracy in percent?
  16. 16.❌ Meera’s recycling sorter was tested on 39 new waste photos and got 38 right. How many did it get wrong?
  17. 17.📋 Planning an AI project: which comes first — work out the accuracy or test on new photos? (a) work out the accuracy (b) test on new photos
  18. 18.🎯 Kabir’s leaf identifier was tested on 10 new leaf photos and got 7 right. What is its accuracy in percent?
  19. 19.❌ Diya’s leaf identifier was tested on 19 new leaf photos and got 10 right. How many did it get wrong?
  20. 20.🎯 Diya’s spam spotter is 70% accurate. If it is tested on 90 new messages, how many should it get right?
  21. 21.📋 Planning an AI project: which comes first — let it learn patterns or pick a question to solve? (a) let it learn patterns (b) pick a question to solve
  22. 22.📋 Planning an AI project: which comes first — set aside test photos or test on new photos? (a) set aside test photos (b) test on new photos
  23. 23.📋 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
  24. 24.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) fewer examples (c) a new colour screen (d) more labelled examples
  25. 25.📋 Planning an AI project: which comes first — choose what to sort or label each example? (a) choose what to sort (b) label each example
  26. 26.🎯 Kabir’s fruit sorter is 50% accurate. If it is tested on 20 new fruit photos, how many should it get right?
  27. 27.🎯 Kabir’s bird-song app is 50% accurate. If it is tested on 40 new bird songs, how many should it get right?
  28. 28.📋 Planning an AI project: which comes first — tag each photo by type or correct bad labels? (a) tag each photo by type (b) correct bad labels
  29. 29.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 20 right and Model B got 19 right. How many percentage points more accurate is Model A?
  30. 30.❌ Aarav’s bird-song app was tested on 16 new bird songs and got 10 right. How many did it get wrong?
  31. 31.📦 Diya collected 140 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  32. 32.🎯 Ananya’s handwriting reader was tested on 50 new handwritten letters and got 41 right. What is its accuracy in percent?
  33. 33.📋 Planning an AI project: which comes first — label each example or train the model? (a) label each example (b) train the model
  34. 34.📋 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
  35. 35.📦 Saanvi collected 200 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  36. 36.📋 Planning an AI project: which comes first — pick a question to solve or collect fruit photos? (a) pick a question to solve (b) collect fruit photos
  37. 37.🎯 Nisha’s fruit sorter was tested on 5 new fruit photos and got 5 right. What is its accuracy in percent?
  38. 38.🎯 Arjun’s handwriting reader is 90% accurate. If it is tested on 60 new handwritten letters, how many should it get right?
  39. 39.📋 Planning an AI project: which comes first — recheck every label or collect fruit photos? (a) recheck every label (b) collect fruit photos
  40. 40.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest

Answer key

  1. paper and examples
  2. 8
  3. to see if it learned
  4. collect fruit photos
  5. correct ÷ total × 100
  6. work out the accuracy
  7. calculate percent right
  8. 48
  9. 12
  10. 9
  11. 12
  12. 32
  13. try unseen examples
  14. choose what to sort
  15. 100
  16. 1
  17. test on new photos
  18. 70
  19. 9
  20. 63
  21. pick a question to solve
  22. set aside test photos
  23. work out the accuracy
  24. more labelled examples
  25. choose what to sort
  26. 10
  27. 20
  28. tag each photo by type
  29. 4
  30. 6
  31. 112
  32. 82
  33. label each example
  34. pick a question to solve
  35. 160
  36. pick a question to solve
  37. 100
  38. 54
  39. collect fruit photos
  40. calculate percent right

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