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AI for students lesson 23: Design a tiny AI project · Set 975 · 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.📋 Planning an AI project: which comes first — work out the accuracy or collect fruit photos? (a) work out the accuracy (b) collect fruit photos
  2. 2.📋 Planning an AI project: which comes first — train the model or split train and test? (a) train the model (b) split train and test
  3. 3.🎯 Rohan’s handwriting reader is 70% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
  4. 4.🎯 Meera’s leaf identifier was tested on 5 new leaf photos and got 3 right. What is its accuracy in percent?
  5. 5.🎯 Tara’s fruit sorter is 70% accurate. If it is tested on 30 new fruit photos, how many should it get right?
  6. 6.❌ Ishaan’s leaf identifier was tested on 38 new leaf photos and got 35 right. How many did it get wrong?
  7. 7.📋 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
  8. 8.🎯 Vihaan’s leaf identifier was tested on 50 new leaf photos and got 48 right. What is its accuracy in percent?
  9. 9.🧪 You can plan a simple AI project with… (a) only a big robot (b) paper and examples (c) nothing at all (d) a secret password
  10. 10.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to make it bigger (c) to see if it learned (d) to make it faster
  11. 11.📋 Planning an AI project: which comes first — improve data, retest or collect fruit photos? (a) improve data, retest (b) collect fruit photos
  12. 12.🎯 Ishaan’s bird-song app was tested on 20 new bird songs and got 18 right. What is its accuracy in percent?
  13. 13.📋 Planning an AI project: which comes first — tag each photo by type or recheck every label? (a) tag each photo by type (b) recheck every label
  14. 14.📋 Planning an AI project: which comes first — improve data, retest or test on new photos? (a) improve data, retest (b) test on new photos
  15. 15.📦 Tara collected 70 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  16. 16.🎯 Vihaan’s recycling sorter was tested on 25 new waste photos and got 18 right. What is its accuracy in percent?
  17. 17.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 39 right and Model B got 37 right. How many percentage points more accurate is Model A?
  18. 18.🎯 Saanvi’s handwriting reader is 50% accurate. If it is tested on 40 new handwritten letters, how many should it get right?
  19. 19.🎯 Kabir’s fruit sorter is 70% accurate. If it is tested on 10 new fruit photos, how many should it get right?
  20. 20.❌ Kabir’s handwriting reader was tested on 34 new handwritten letters and got 33 right. How many did it get wrong?
  21. 21.📋 Planning an AI project: which comes first — choose what to sort or label each example? (a) choose what to sort (b) label each example
  22. 22.⚖️ Two spam spotter models were tested on the same 25 messages. Model A got 23 right and Model B got 19 right. How many percentage points more accurate is Model A?
  23. 23.📋 Planning an AI project: which comes first — choose what to sort or calculate percent right? (a) choose what to sort (b) calculate percent right
  24. 24.📋 Planning an AI project: which comes first — fix it and test again or split train and test? (a) fix it and test again (b) split train and test
  25. 25.❌ Ishaan’s handwriting reader was tested on 30 new handwritten letters and got 27 right. How many did it get wrong?
  26. 26.📦 Aarav collected 60 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  27. 27.❌ Diya’s leaf identifier was tested on 19 new leaf photos and got 11 right. How many did it get wrong?
  28. 28.🎯 Diya’s recycling sorter is 50% accurate. If it is tested on 30 new waste photos, how many should it get right?
  29. 29.⚖️ Two leaf identifier models were tested on the same 10 leaf photos. Model A got 10 right and Model B got 8 right. How many percentage points more accurate is Model A?
  30. 30.📋 Planning an AI project: which comes first — let it learn patterns or label each example? (a) let it learn patterns (b) label each example
  31. 31.⚖️ Two leaf identifier models were tested on the same 10 leaf photos. Model A got 10 right and Model B got 6 right. How many percentage points more accurate is Model A?
  32. 32.🧪 What is accuracy? (a) correct ÷ total × 100 (b) total × 2 (c) correct + total (d) total − correct
  33. 33.🎯 Tara’s bird-song app was tested on 5 new bird songs and got 5 right. What is its accuracy in percent?
  34. 34.📋 Planning an AI project: which comes first — improve data, retest or label each example? (a) improve data, retest (b) label each example
  35. 35.❌ Saanvi’s spam spotter was tested on 36 new messages and got 30 right. How many did it get wrong?
  36. 36.⚖️ Two leaf identifier models were tested on the same 20 leaf photos. Model A got 20 right and Model B got 13 right. How many percentage points more accurate is Model A?
  37. 37.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 25 right and Model B got 17 right. How many percentage points more accurate is Model A?
  38. 38.📋 Planning an AI project: which comes first — calculate percent right or fix it and test again? (a) calculate percent right (b) fix it and test again
  39. 39.🎯 Kabir’s spam spotter is 90% accurate. If it is tested on 100 new messages, how many should it get right?
  40. 40.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) a new colour screen (c) fewer examples (d) a louder speaker

Answer key

  1. collect fruit photos
  2. split train and test
  3. 7
  4. 60
  5. 21
  6. 3
  7. let it learn patterns
  8. 96
  9. paper and examples
  10. to see if it learned
  11. collect fruit photos
  12. 90
  13. tag each photo by type
  14. test on new photos
  15. 56
  16. 72
  17. 4
  18. 20
  19. 7
  20. 1
  21. choose what to sort
  22. 16
  23. choose what to sort
  24. split train and test
  25. 3
  26. 48
  27. 8
  28. 15
  29. 20
  30. label each example
  31. 40
  32. correct ÷ total × 100
  33. 100
  34. label each example
  35. 6
  36. 35
  37. 32
  38. calculate percent right
  39. 90
  40. more labelled examples

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