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AI for students lesson 23: Design a tiny AI project · Set 130 · 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.❌ Nisha’s handwriting reader was tested on 38 new handwritten letters and got 32 right. How many did it get wrong?
  2. 2.🎯 Kabir’s fruit sorter was tested on 5 new fruit photos and got 5 right. What is its accuracy in percent?
  3. 3.📋 Planning an AI project: which comes first — train the model or collect fruit photos? (a) train the model (b) collect fruit photos
  4. 4.🧪 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
  5. 5.📋 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
  6. 6.📋 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
  7. 7.📋 Planning an AI project: which comes first — fix it and test again or train the model? (a) fix it and test again (b) train the model
  8. 8.🎯 Arjun’s leaf identifier was tested on 25 new leaf photos and got 17 right. What is its accuracy in percent?
  9. 9.🎯 Ishaan’s bird-song app was tested on 50 new bird songs and got 42 right. What is its accuracy in percent?
  10. 10.🧪 What is accuracy? (a) total − correct (b) correct + total (c) correct ÷ total × 100 (d) total × 2
  11. 11.🎯 Saanvi’s bird-song app is 70% accurate. If it is tested on 10 new bird songs, how many should it get right?
  12. 12.❌ Tara’s bird-song app was tested on 34 new bird songs and got 30 right. How many did it get wrong?
  13. 13.📋 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
  14. 14.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 34 right and Model B got 33 right. How many percentage points more accurate is Model A?
  15. 15.🧪 Why must you test a model on examples it has NOT seen? (a) to see if it learned (b) to save paper (c) to make it bigger (d) to make it faster
  16. 16.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 17 right and Model B got 15 right. How many percentage points more accurate is Model A?
  17. 17.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 44 right and Model B got 42 right. How many percentage points more accurate is Model A?
  18. 18.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) a new colour screen (c) fewer examples (d) more labelled examples
  19. 19.❌ Diya’s bird-song app was tested on 28 new bird songs and got 23 right. How many did it get wrong?
  20. 20.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos
  21. 21.🎯 Rohan’s recycling sorter was tested on 25 new waste photos and got 16 right. What is its accuracy in percent?
  22. 22.📋 Planning an AI project: which comes first — split train and test or work out the accuracy? (a) split train and test (b) work out the accuracy
  23. 23.📋 Planning an AI project: which comes first — split train and test or train the model? (a) split train and test (b) train the model
  24. 24.📋 Planning an AI project: which comes first — let it learn patterns or split train and test? (a) let it learn patterns (b) split train and test
  25. 25.🎯 Meera’s spam spotter is 80% accurate. If it is tested on 90 new messages, how many should it get right?
  26. 26.🎯 Kabir’s bird-song app was tested on 4 new bird songs and got 2 right. What is its accuracy in percent?
  27. 27.📋 Planning an AI project: which comes first — correct bad labels or set aside test photos? (a) correct bad labels (b) set aside test photos
  28. 28.🎯 Nisha’s leaf identifier is 90% accurate. If it is tested on 100 new leaf photos, how many should it get right?
  29. 29.📦 Ishaan collected 70 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  30. 30.📋 Planning an AI project: which comes first — test on new photos or work out the accuracy? (a) test on new photos (b) work out the accuracy
  31. 31.❌ Arjun’s leaf identifier was tested on 32 new leaf photos and got 28 right. How many did it get wrong?
  32. 32.📋 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
  33. 33.📋 Planning an AI project: which comes first — recheck every label or work out the accuracy? (a) recheck every label (b) work out the accuracy
  34. 34.📋 Planning an AI project: which comes first — split train and test or fix it and test again? (a) split train and test (b) fix it and test again
  35. 35.🎯 Vihaan’s fruit sorter was tested on 4 new fruit photos and got 4 right. What is its accuracy in percent?
  36. 36.❌ Arjun’s fruit sorter was tested on 34 new fruit photos and got 28 right. How many did it get wrong?
  37. 37.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 50 right and Model B got 38 right. How many percentage points more accurate is Model A?
  38. 38.📦 Arjun collected 140 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  39. 39.❌ Ananya’s bird-song app was tested on 23 new bird songs and got 15 right. How many did it get wrong?
  40. 40.📋 Planning an AI project: which comes first — pick a question to solve or test on new photos? (a) pick a question to solve (b) test on new photos

Answer key

  1. 6
  2. 100
  3. collect fruit photos
  4. paper and examples
  5. test on new photos
  6. choose what to sort
  7. train the model
  8. 68
  9. 84
  10. correct ÷ total × 100
  11. 7
  12. 4
  13. let it learn patterns
  14. 2
  15. to see if it learned
  16. 8
  17. 4
  18. more labelled examples
  19. 5
  20. test on new photos
  21. 64
  22. split train and test
  23. split train and test
  24. split train and test
  25. 72
  26. 50
  27. correct bad labels
  28. 90
  29. 56
  30. test on new photos
  31. 4
  32. work out the accuracy
  33. recheck every label
  34. split train and test
  35. 100
  36. 6
  37. 24
  38. 112
  39. 8
  40. pick a question to solve

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