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AI for students lesson 23: Design a tiny AI project · Set 821 · 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.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to see if it learned (c) to make it bigger (d) to make it faster
  2. 2.📋 Planning an AI project: which comes first — set aside test photos or choose what to sort? (a) set aside test photos (b) choose what to sort
  3. 3.🎯 Arjun’s spam spotter is 80% accurate. If it is tested on 90 new messages, how many should it get right?
  4. 4.📦 Rohan collected 80 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  5. 5.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 24 right and Model B got 20 right. How many percentage points more accurate is Model A?
  6. 6.❌ Vihaan’s fruit sorter was tested on 47 new fruit photos and got 44 right. How many did it get wrong?
  7. 7.📋 Planning an AI project: which comes first — gather many examples or choose what to sort? (a) gather many examples (b) choose what to sort
  8. 8.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) a louder speaker (c) fewer examples (d) a new colour screen
  9. 9.📋 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
  10. 10.🎯 Aarav’s recycling sorter is 90% accurate. If it is tested on 50 new waste photos, how many should it get right?
  11. 11.📋 Planning an AI project: which comes first — let it learn patterns or fix it and test again? (a) let it learn patterns (b) fix it and test again
  12. 12.📋 Planning an AI project: which comes first — split train and test or try unseen examples? (a) split train and test (b) try unseen examples
  13. 13.🎯 Nisha’s handwriting reader was tested on 20 new handwritten letters and got 10 right. What is its accuracy in percent?
  14. 14.📋 Planning an AI project: which comes first — collect fruit photos or correct bad labels? (a) collect fruit photos (b) correct bad labels
  15. 15.📋 Planning an AI project: which comes first — fix it and test again or test on new photos? (a) fix it and test again (b) test on new photos
  16. 16.🎯 Diya’s fruit sorter was tested on 4 new fruit photos and got 3 right. What is its accuracy in percent?
  17. 17.📋 Planning an AI project: which comes first — label each example or gather many examples? (a) label each example (b) gather many examples
  18. 18.❌ Rohan’s leaf identifier was tested on 22 new leaf photos and got 15 right. How many did it get wrong?
  19. 19.📋 Planning an AI project: which comes first — improve data, retest or test on new photos? (a) improve data, retest (b) test on new photos
  20. 20.🎯 Diya’s handwriting reader was tested on 50 new handwritten letters and got 33 right. What is its accuracy in percent?
  21. 21.🧪 You can plan a simple AI project with… (a) paper and examples (b) nothing at all (c) only a big robot (d) a secret password
  22. 22.⚖️ Two fruit sorter models were tested on the same 20 fruit photos. Model A got 20 right and Model B got 17 right. How many percentage points more accurate is Model A?
  23. 23.🎯 Tara’s spam spotter was tested on 5 new messages and got 3 right. What is its accuracy in percent?
  24. 24.📋 Planning an AI project: which comes first — tag each photo by type or set aside test photos? (a) tag each photo by type (b) set aside test photos
  25. 25.📦 Vihaan collected 70 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  26. 26.📋 Planning an AI project: which comes first — let it learn patterns or recheck every label? (a) let it learn patterns (b) recheck every label
  27. 27.📋 Planning an AI project: which comes first — pick a question to solve or recheck every label? (a) pick a question to solve (b) recheck every label
  28. 28.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  29. 29.🧪 What is accuracy? (a) correct ÷ total × 100 (b) total × 2 (c) correct + total (d) total − correct
  30. 30.❌ Diya’s fruit sorter was tested on 23 new fruit photos and got 14 right. How many did it get wrong?
  31. 31.📋 Planning an AI project: which comes first — fix it and test again or collect fruit photos? (a) fix it and test again (b) collect fruit photos
  32. 32.📦 Ananya collected 200 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  33. 33.❌ Arjun’s leaf identifier was tested on 48 new leaf photos and got 39 right. How many did it get wrong?
  34. 34.❌ Arjun’s recycling sorter was tested on 30 new waste photos and got 24 right. How many did it get wrong?
  35. 35.🎯 Tara’s spam spotter was tested on 4 new messages and got 3 right. What is its accuracy in percent?
  36. 36.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  37. 37.❌ Kabir’s leaf identifier was tested on 44 new leaf photos and got 41 right. How many did it get wrong?
  38. 38.📋 Planning an AI project: which comes first — label each example or pick a question to solve? (a) label each example (b) pick a question to solve
  39. 39.📋 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
  40. 40.📦 Ishaan collected 160 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?

Answer key

  1. to see if it learned
  2. choose what to sort
  3. 72
  4. 64
  5. 16
  6. 3
  7. choose what to sort
  8. more labelled examples
  9. calculate percent right
  10. 45
  11. let it learn patterns
  12. split train and test
  13. 50
  14. collect fruit photos
  15. test on new photos
  16. 75
  17. gather many examples
  18. 7
  19. test on new photos
  20. 66
  21. paper and examples
  22. 15
  23. 60
  24. tag each photo by type
  25. 56
  26. recheck every label
  27. pick a question to solve
  28. work out the accuracy
  29. correct ÷ total × 100
  30. 9
  31. collect fruit photos
  32. 160
  33. 9
  34. 6
  35. 75
  36. test on new photos
  37. 3
  38. pick a question to solve
  39. choose what to sort
  40. 128

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