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AI for students lesson 23: Design a tiny AI project · Set 676 · 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 — recheck every label or work out the accuracy? (a) recheck every label (b) work out the accuracy
  2. 2.🧪 You can plan a simple AI project with… (a) a secret password (b) only a big robot (c) nothing at all (d) paper and examples
  3. 3.📦 Saanvi collected 120 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  4. 4.⚖️ Two leaf identifier models were tested on the same 10 leaf photos. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  5. 5.🎯 Meera’s fruit sorter was tested on 5 new fruit photos and got 5 right. What is its accuracy in percent?
  6. 6.🎯 Diya’s bird-song app is 70% accurate. If it is tested on 100 new bird songs, how many should it get right?
  7. 7.📦 Ananya collected 140 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  8. 8.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 8 right and Model B got 6 right. How many percentage points more accurate is Model A?
  9. 9.🎯 Rohan’s recycling sorter was tested on 4 new waste photos and got 3 right. What is its accuracy in percent?
  10. 10.🧪 What is accuracy? (a) total − correct (b) correct + total (c) total × 2 (d) correct ÷ total × 100
  11. 11.📋 Planning an AI project: which comes first — correct bad labels or let it learn patterns? (a) correct bad labels (b) let it learn patterns
  12. 12.📦 Meera collected 110 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  13. 13.📦 Saanvi collected 80 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  14. 14.🧪 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
  15. 15.📋 Planning an AI project: which comes first — let it learn patterns or set aside test photos? (a) let it learn patterns (b) set aside test photos
  16. 16.📋 Planning an AI project: which comes first — choose what to sort or split train and test? (a) choose what to sort (b) split train and test
  17. 17.❌ Arjun’s recycling sorter was tested on 46 new waste photos and got 44 right. How many did it get wrong?
  18. 18.🎯 Meera’s fruit sorter was tested on 10 new fruit photos and got 6 right. What is its accuracy in percent?
  19. 19.📋 Planning an AI project: which comes first — label each example or improve data, retest? (a) label each example (b) improve data, retest
  20. 20.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 23 right and Model B got 19 right. How many percentage points more accurate is Model A?
  21. 21.🎯 Arjun’s bird-song app is 80% accurate. If it is tested on 70 new bird songs, how many should it get right?
  22. 22.📦 Arjun collected 140 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  23. 23.📋 Planning an AI project: which comes first — work out the accuracy or pick a question to solve? (a) work out the accuracy (b) pick a question to solve
  24. 24.📋 Planning an AI project: which comes first — try unseen examples or improve data, retest? (a) try unseen examples (b) improve data, retest
  25. 25.🎯 Arjun’s leaf identifier is 50% accurate. If it is tested on 20 new leaf photos, how many should it get right?
  26. 26.📋 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
  27. 27.📋 Planning an AI project: which comes first — test on new photos or pick a question to solve? (a) test on new photos (b) pick a question to solve
  28. 28.🎯 Tara’s fruit sorter is 90% accurate. If it is tested on 70 new fruit photos, how many should it get right?
  29. 29.📋 Planning an AI project: which comes first — collect fruit photos or improve data, retest? (a) collect fruit photos (b) improve data, retest
  30. 30.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
  31. 31.📋 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
  32. 32.📋 Planning an AI project: which comes first — try unseen examples or work out the accuracy? (a) try unseen examples (b) work out the accuracy
  33. 33.📋 Planning an AI project: which comes first — choose what to sort or label each example? (a) choose what to sort (b) label each example
  34. 34.📦 Vihaan collected 150 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  35. 35.🎯 Nisha’s spam spotter is 90% accurate. If it is tested on 10 new messages, how many should it get right?
  36. 36.📋 Planning an AI project: which comes first — split train and test or try unseen examples? (a) split train and test (b) try unseen examples
  37. 37.🎯 Vihaan’s leaf identifier is 70% accurate. If it is tested on 50 new leaf photos, how many should it get right?
  38. 38.⚖️ Two fruit sorter models were tested on the same 20 fruit photos. Model A got 16 right and Model B got 12 right. How many percentage points more accurate is Model A?
  39. 39.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 33 right and Model B got 31 right. How many percentage points more accurate is Model A?
  40. 40.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 8 right and Model B got 6 right. How many percentage points more accurate is Model A?

Answer key

  1. recheck every label
  2. paper and examples
  3. 96
  4. 10
  5. 100
  6. 70
  7. 112
  8. 20
  9. 75
  10. correct ÷ total × 100
  11. correct bad labels
  12. 88
  13. 64
  14. to see if it learned
  15. set aside test photos
  16. choose what to sort
  17. 2
  18. 60
  19. label each example
  20. 16
  21. 56
  22. 112
  23. pick a question to solve
  24. try unseen examples
  25. 10
  26. work out the accuracy
  27. pick a question to solve
  28. 63
  29. collect fruit photos
  30. collect fruit photos
  31. split train and test
  32. try unseen examples
  33. choose what to sort
  34. 120
  35. 9
  36. split train and test
  37. 35
  38. 20
  39. 4
  40. 20

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