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AI for students lesson 23: Design a tiny AI project · Set 216 · 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 — test on new photos or gather many examples? (a) test on new photos (b) gather many examples
  2. 2.🧪 What is accuracy? (a) total × 2 (b) correct + total (c) correct ÷ total × 100 (d) total − correct
  3. 3.🎯 Arjun’s leaf identifier was tested on 4 new leaf photos and got 2 right. What is its accuracy in percent?
  4. 4.🎯 Nisha’s handwriting reader is 60% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
  5. 5.❌ Aarav’s bird-song app was tested on 35 new bird songs and got 31 right. How many did it get wrong?
  6. 6.🧪 You can plan a simple AI project with… (a) paper and examples (b) a secret password (c) only a big robot (d) nothing at all
  7. 7.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to see if it learned (c) to save paper (d) to make it bigger
  8. 8.🎯 Nisha’s fruit sorter was tested on 25 new fruit photos and got 22 right. What is its accuracy in percent?
  9. 9.📋 Planning an AI project: which comes first — train the model or collect fruit photos? (a) train the model (b) collect fruit photos
  10. 10.⚖️ 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?
  11. 11.🎯 Aarav’s bird-song app was tested on 5 new bird songs and got 4 right. What is its accuracy in percent?
  12. 12.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos
  13. 13.📦 Meera collected 200 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  14. 14.📦 Meera collected 140 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  15. 15.🎯 Diya’s recycling sorter was tested on 4 new waste photos and got 2 right. What is its accuracy in percent?
  16. 16.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) fewer examples (c) a new colour screen (d) more labelled examples
  17. 17.📋 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
  18. 18.📦 Meera collected 150 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  19. 19.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
  20. 20.📋 Planning an AI project: which comes first — recheck every label or set aside test photos? (a) recheck every label (b) set aside test photos
  21. 21.⚖️ Two fruit sorter models were tested on the same 20 fruit photos. Model A got 15 right and Model B got 13 right. How many percentage points more accurate is Model A?
  22. 22.📋 Planning an AI project: which comes first — gather many examples or recheck every label? (a) gather many examples (b) recheck every label
  23. 23.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 41 right and Model B got 30 right. How many percentage points more accurate is Model A?
  24. 24.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  25. 25.📋 Planning an AI project: which comes first — choose what to sort or tag each photo by type? (a) choose what to sort (b) tag each photo by type
  26. 26.❌ Aarav’s bird-song app was tested on 50 new bird songs and got 46 right. How many did it get wrong?
  27. 27.📋 Planning an AI project: which comes first — improve data, retest or gather many examples? (a) improve data, retest (b) gather many examples
  28. 28.📋 Planning an AI project: which comes first — improve data, retest or split train and test? (a) improve data, retest (b) split train and test
  29. 29.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  30. 30.🎯 Meera’s bird-song app was tested on 5 new bird songs and got 3 right. What is its accuracy in percent?
  31. 31.📦 Saanvi collected 140 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  32. 32.📋 Planning an AI project: which comes first — let it learn patterns or improve data, retest? (a) let it learn patterns (b) improve data, retest
  33. 33.📦 Meera collected 160 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  34. 34.❌ Vihaan’s handwriting reader was tested on 25 new handwritten letters and got 18 right. How many did it get wrong?
  35. 35.📋 Planning an AI project: which comes first — train the model or split train and test? (a) train the model (b) split train and test
  36. 36.📋 Planning an AI project: which comes first — split train and test or test on new photos? (a) split train and test (b) test on new photos
  37. 37.📋 Planning an AI project: which comes first — improve data, retest or let it learn patterns? (a) improve data, retest (b) let it learn patterns
  38. 38.📦 Diya collected 160 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  39. 39.❌ Diya’s bird-song app was tested on 26 new bird songs and got 17 right. How many did it get wrong?
  40. 40.📦 Tara collected 200 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?

Answer key

  1. gather many examples
  2. correct ÷ total × 100
  3. 50
  4. 6
  5. 4
  6. paper and examples
  7. to see if it learned
  8. 88
  9. collect fruit photos
  10. 40
  11. 80
  12. test on new photos
  13. 160
  14. 112
  15. 50
  16. more labelled examples
  17. set aside test photos
  18. 120
  19. collect fruit photos
  20. recheck every label
  21. 10
  22. gather many examples
  23. 22
  24. calculate percent right
  25. choose what to sort
  26. 4
  27. gather many examples
  28. split train and test
  29. work out the accuracy
  30. 60
  31. 112
  32. let it learn patterns
  33. 128
  34. 7
  35. split train and test
  36. split train and test
  37. let it learn patterns
  38. 128
  39. 9
  40. 160

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