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AI for students lesson 23: Design a tiny AI project · Set 826 · 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.❌ Saanvi’s leaf identifier was tested on 22 new leaf photos and got 19 right. How many did it get wrong?
  2. 2.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
  3. 3.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 22 right and Model B got 17 right. How many percentage points more accurate is Model A?
  4. 4.🧪 What is accuracy? (a) total × 2 (b) total − correct (c) correct + total (d) correct ÷ total × 100
  5. 5.❌ Vihaan’s fruit sorter was tested on 50 new fruit photos and got 45 right. How many did it get wrong?
  6. 6.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to save paper (c) to make it faster (d) to see if it learned
  7. 7.🎯 Nisha’s handwriting reader is 60% accurate. If it is tested on 50 new handwritten letters, how many should it get right?
  8. 8.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  9. 9.📦 Tara collected 40 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  10. 10.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
  11. 11.⚖️ 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?
  12. 12.🧪 You can plan a simple AI project with… (a) only a big robot (b) nothing at all (c) a secret password (d) paper and examples
  13. 13.📋 Planning an AI project: which comes first — fix it and test again or pick a question to solve? (a) fix it and test again (b) pick a question to solve
  14. 14.📦 Ishaan collected 190 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  15. 15.❌ Vihaan’s leaf identifier was tested on 48 new leaf photos and got 42 right. How many did it get wrong?
  16. 16.🎯 Vihaan’s fruit sorter is 80% accurate. If it is tested on 20 new fruit photos, how many should it get right?
  17. 17.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  18. 18.📋 Planning an AI project: which comes first — correct bad labels or tag each photo by type? (a) correct bad labels (b) tag each photo by type
  19. 19.❌ Kabir’s recycling sorter was tested on 39 new waste photos and got 32 right. How many did it get wrong?
  20. 20.🎯 Arjun’s fruit sorter was tested on 50 new fruit photos and got 49 right. What is its accuracy in percent?
  21. 21.❌ Ishaan’s recycling sorter was tested on 50 new waste photos and got 47 right. How many did it get wrong?
  22. 22.📋 Planning an AI project: which comes first — collect fruit photos or try unseen examples? (a) collect fruit photos (b) try unseen examples
  23. 23.🎯 Meera’s spam spotter was tested on 50 new messages and got 36 right. What is its accuracy in percent?
  24. 24.📋 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
  25. 25.🎯 Vihaan’s fruit sorter was tested on 10 new fruit photos and got 10 right. What is its accuracy in percent?
  26. 26.🎯 Meera’s bird-song app is 90% accurate. If it is tested on 100 new bird songs, how many should it get right?
  27. 27.⚖️ Two spam spotter models were tested on the same 50 messages. Model A got 46 right and Model B got 41 right. How many percentage points more accurate is Model A?
  28. 28.❌ Ananya’s spam spotter was tested on 47 new messages and got 44 right. How many did it get wrong?
  29. 29.📋 Planning an AI project: which comes first — work out the accuracy or collect fruit photos? (a) work out the accuracy (b) collect fruit photos
  30. 30.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a louder speaker (c) more labelled examples (d) a new colour screen
  31. 31.📋 Planning an AI project: which comes first — label each example or collect fruit photos? (a) label each example (b) collect fruit photos
  32. 32.📋 Planning an AI project: which comes first — let it learn patterns or label each example? (a) let it learn patterns (b) label each example
  33. 33.🎯 Meera’s recycling sorter was tested on 25 new waste photos and got 23 right. What is its accuracy in percent?
  34. 34.📦 Saanvi collected 60 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  35. 35.📦 Vihaan collected 130 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  36. 36.📋 Planning an AI project: which comes first — improve data, retest or let it learn patterns? (a) improve data, retest (b) let it learn patterns
  37. 37.📦 Ishaan collected 200 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  38. 38.📦 Aarav collected 140 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  39. 39.❌ Aarav’s leaf identifier was tested on 21 new leaf photos and got 20 right. How many did it get wrong?
  40. 40.📋 Planning an AI project: which comes first — let it learn patterns or test on new photos? (a) let it learn patterns (b) test on new photos

Answer key

  1. 3
  2. collect fruit photos
  3. 20
  4. correct ÷ total × 100
  5. 5
  6. to see if it learned
  7. 30
  8. test on new photos
  9. 32
  10. train the model
  11. 10
  12. paper and examples
  13. pick a question to solve
  14. 152
  15. 6
  16. 16
  17. work out the accuracy
  18. tag each photo by type
  19. 7
  20. 98
  21. 3
  22. collect fruit photos
  23. 72
  24. calculate percent right
  25. 100
  26. 90
  27. 10
  28. 3
  29. collect fruit photos
  30. more labelled examples
  31. collect fruit photos
  32. label each example
  33. 92
  34. 48
  35. 104
  36. let it learn patterns
  37. 160
  38. 112
  39. 1
  40. let it learn patterns

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