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AI for students lesson 23: Design a tiny AI project · Set 449 · 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 collected 180 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  2. 2.🎯 Saanvi’s fruit sorter is 60% accurate. If it is tested on 20 new fruit photos, how many should it get right?
  3. 3.🎯 Ananya’s handwriting reader is 60% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
  4. 4.🎯 Ishaan’s bird-song app is 90% accurate. If it is tested on 10 new bird songs, how many should it get right?
  5. 5.📦 Meera collected 130 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  6. 6.📦 Ishaan collected 40 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  7. 7.⚖️ Two spam spotter models were tested on the same 50 messages. Model A got 49 right and Model B got 47 right. How many percentage points more accurate is Model A?
  8. 8.📋 Planning an AI project: which comes first — try unseen examples or pick a question to solve? (a) try unseen examples (b) pick a question to solve
  9. 9.📋 Planning an AI project: which comes first — tag each photo by type or fix it and test again? (a) tag each photo by type (b) fix it and test again
  10. 10.📋 Planning an AI project: which comes first — train the model or choose what to sort? (a) train the model (b) choose what to sort
  11. 11.📋 Planning an AI project: which comes first — collect fruit photos or try unseen examples? (a) collect fruit photos (b) try unseen examples
  12. 12.❌ Tara’s leaf identifier was tested on 33 new leaf photos and got 25 right. How many did it get wrong?
  13. 13.🎯 Ananya’s bird-song app is 80% accurate. If it is tested on 60 new bird songs, how many should it get right?
  14. 14.🧪 You can plan a simple AI project with… (a) only a big robot (b) a secret password (c) nothing at all (d) paper and examples
  15. 15.📋 Planning an AI project: which comes first — test on new photos or correct bad labels? (a) test on new photos (b) correct bad labels
  16. 16.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to make it faster (c) to see if it learned (d) to make it bigger
  17. 17.📋 Planning an AI project: which comes first — recheck every label or label each example? (a) recheck every label (b) label each example
  18. 18.📦 Meera collected 200 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  19. 19.📋 Planning an AI project: which comes first — set aside test photos or try unseen examples? (a) set aside test photos (b) try unseen examples
  20. 20.📋 Planning an AI project: which comes first — recheck every label or work out the accuracy? (a) recheck every label (b) work out the accuracy
  21. 21.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) fewer examples (c) a louder speaker (d) a new colour screen
  22. 22.⚖️ Two recycling sorter models were tested on the same 20 waste photos. Model A got 16 right and Model B got 15 right. How many percentage points more accurate is Model A?
  23. 23.🎯 Arjun’s handwriting reader is 50% accurate. If it is tested on 40 new handwritten letters, how many should it get right?
  24. 24.🎯 Ishaan’s leaf identifier was tested on 5 new leaf photos and got 5 right. What is its accuracy in percent?
  25. 25.📋 Planning an AI project: which comes first — tag each photo by type or let it learn patterns? (a) tag each photo by type (b) let it learn patterns
  26. 26.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 25 right and Model B got 24 right. How many percentage points more accurate is Model A?
  27. 27.🎯 Meera’s handwriting reader is 70% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
  28. 28.🧪 What is accuracy? (a) total − correct (b) correct + total (c) correct ÷ total × 100 (d) total × 2
  29. 29.🎯 Tara’s handwriting reader was tested on 10 new handwritten letters and got 8 right. What is its accuracy in percent?
  30. 30.📋 Planning an AI project: which comes first — fix it and test again or collect fruit photos? (a) fix it and test again (b) collect fruit photos
  31. 31.🎯 Kabir’s fruit sorter is 60% accurate. If it is tested on 60 new fruit photos, how many should it get right?
  32. 32.📋 Planning an AI project: which comes first — split train and test or label each example? (a) split train and test (b) label each example
  33. 33.📋 Planning an AI project: which comes first — fix it and test again or try unseen examples? (a) fix it and test again (b) try unseen examples
  34. 34.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos
  35. 35.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  36. 36.❌ Aarav’s fruit sorter was tested on 21 new fruit photos and got 20 right. How many did it get wrong?
  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.📦 Ananya collected 120 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  39. 39.🎯 Ishaan’s bird-song app was tested on 10 new bird songs and got 5 right. What is its accuracy in percent?
  40. 40.📋 Planning an AI project: which comes first — let it learn patterns or pick a question to solve? (a) let it learn patterns (b) pick a question to solve

Answer key

  1. 144
  2. 12
  3. 6
  4. 9
  5. 104
  6. 32
  7. 4
  8. pick a question to solve
  9. tag each photo by type
  10. choose what to sort
  11. collect fruit photos
  12. 8
  13. 48
  14. paper and examples
  15. correct bad labels
  16. to see if it learned
  17. label each example
  18. 160
  19. set aside test photos
  20. recheck every label
  21. more labelled examples
  22. 5
  23. 20
  24. 100
  25. tag each photo by type
  26. 4
  27. 7
  28. correct ÷ total × 100
  29. 80
  30. collect fruit photos
  31. 36
  32. label each example
  33. try unseen examples
  34. test on new photos
  35. calculate percent right
  36. 1
  37. let it learn patterns
  38. 96
  39. 50
  40. pick a question to solve

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