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AI for students lesson 23: Design a tiny AI project · Set 656 · 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) nothing at all (b) only a big robot (c) a secret password (d) paper and examples
  2. 2.🧪 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
  3. 3.🎯 Ananya’s bird-song app was tested on 25 new bird songs and got 17 right. What is its accuracy in percent?
  4. 4.📋 Planning an AI project: which comes first — collect fruit photos or work out the accuracy? (a) collect fruit photos (b) work out the accuracy
  5. 5.📋 Planning an AI project: which comes first — calculate percent right or choose what to sort? (a) calculate percent right (b) choose what to sort
  6. 6.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to make it faster (c) to save paper (d) to see if it learned
  7. 7.🧪 What is accuracy? (a) total × 2 (b) total − correct (c) correct + total (d) correct ÷ total × 100
  8. 8.📋 Planning an AI project: which comes first — collect fruit photos or let it learn patterns? (a) collect fruit photos (b) let it learn patterns
  9. 9.📦 Tara collected 50 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  10. 10.📋 Planning an AI project: which comes first — tag each photo by type or try unseen examples? (a) tag each photo by type (b) try unseen examples
  11. 11.📋 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
  12. 12.🎯 Vihaan’s recycling sorter was tested on 25 new waste photos and got 15 right. What is its accuracy in percent?
  13. 13.❌ Tara’s leaf identifier was tested on 44 new leaf photos and got 42 right. How many did it get wrong?
  14. 14.🎯 Saanvi’s leaf identifier was tested on 5 new leaf photos and got 3 right. What is its accuracy in percent?
  15. 15.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
  16. 16.❌ Saanvi’s fruit sorter was tested on 32 new fruit photos and got 29 right. How many did it get wrong?
  17. 17.📋 Planning an AI project: which comes first — choose what to sort or set aside test photos? (a) choose what to sort (b) set aside test photos
  18. 18.🎯 Vihaan’s leaf identifier was tested on 4 new leaf photos and got 2 right. What is its accuracy in percent?
  19. 19.🎯 Diya’s handwriting reader was tested on 5 new handwritten letters and got 4 right. What is its accuracy in percent?
  20. 20.📋 Planning an AI project: which comes first — gather many examples or try unseen examples? (a) gather many examples (b) try unseen examples
  21. 21.❌ Kabir’s recycling sorter was tested on 39 new waste photos and got 36 right. How many did it get wrong?
  22. 22.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 8 right and Model B got 7 right. How many percentage points more accurate is Model A?
  23. 23.📋 Planning an AI project: which comes first — improve data, retest or recheck every label? (a) improve data, retest (b) recheck every label
  24. 24.📦 Rohan collected 160 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  25. 25.❌ Diya’s fruit sorter was tested on 50 new fruit photos and got 42 right. How many did it get wrong?
  26. 26.📋 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
  27. 27.❌ Arjun’s leaf identifier was tested on 11 new leaf photos and got 10 right. How many did it get wrong?
  28. 28.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 7 right and Model B got 6 right. How many percentage points more accurate is Model A?
  29. 29.🎯 Ananya’s leaf identifier was tested on 5 new leaf photos and got 5 right. What is its accuracy in percent?
  30. 30.📋 Planning an AI project: which comes first — set aside test photos or calculate percent right? (a) set aside test photos (b) calculate percent right
  31. 31.📋 Planning an AI project: which comes first — fix it and test again or let it learn patterns? (a) fix it and test again (b) let it learn patterns
  32. 32.📦 Rohan collected 50 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  33. 33.🎯 Aarav’s fruit sorter is 50% accurate. If it is tested on 10 new fruit photos, how many should it get right?
  34. 34.🎯 Ananya’s bird-song app was tested on 5 new bird songs and got 3 right. What is its accuracy in percent?
  35. 35.📋 Planning an AI project: which comes first — improve data, retest or label each example? (a) improve data, retest (b) label each example
  36. 36.❌ Diya’s handwriting reader was tested on 42 new handwritten letters and got 40 right. How many did it get wrong?
  37. 37.📋 Planning an AI project: which comes first — test on new photos or split train and test? (a) test on new photos (b) split train and test
  38. 38.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 46 right and Model B got 33 right. How many percentage points more accurate is Model A?
  39. 39.🎯 Arjun’s leaf identifier is 50% accurate. If it is tested on 40 new leaf photos, how many should it get right?
  40. 40.🎯 Vihaan’s fruit sorter is 80% accurate. If it is tested on 80 new fruit photos, how many should it get right?

Answer key

  1. paper and examples
  2. more labelled examples
  3. 68
  4. collect fruit photos
  5. choose what to sort
  6. to see if it learned
  7. correct ÷ total × 100
  8. collect fruit photos
  9. 40
  10. tag each photo by type
  11. collect fruit photos
  12. 60
  13. 2
  14. 60
  15. calculate percent right
  16. 3
  17. choose what to sort
  18. 50
  19. 80
  20. gather many examples
  21. 3
  22. 10
  23. recheck every label
  24. 128
  25. 8
  26. tag each photo by type
  27. 1
  28. 10
  29. 100
  30. set aside test photos
  31. let it learn patterns
  32. 40
  33. 5
  34. 60
  35. label each example
  36. 2
  37. split train and test
  38. 26
  39. 20
  40. 64

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