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AI for students lesson 23: Design a tiny AI project · Set 60 · 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 — let it learn patterns or set aside test photos? (a) let it learn patterns (b) set aside test photos
  2. 2.🎯 Ananya’s bird-song app is 80% accurate. If it is tested on 60 new bird songs, how many should it get right?
  3. 3.⚖️ Two recycling sorter models were tested on the same 10 waste photos. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  4. 4.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to see if it learned (c) to make it faster (d) to make it bigger
  5. 5.📋 Planning an AI project: which comes first — gather many examples or train the model? (a) gather many examples (b) train the model
  6. 6.🧪 You can plan a simple AI project with… (a) paper and examples (b) only a big robot (c) nothing at all (d) a secret password
  7. 7.📋 Planning an AI project: which comes first — label each example or choose what to sort? (a) label each example (b) choose what to sort
  8. 8.❌ Rohan’s bird-song app was tested on 44 new bird songs and got 40 right. How many did it get wrong?
  9. 9.📋 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
  10. 10.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 16 right and Model B got 15 right. How many percentage points more accurate is Model A?
  11. 11.🎯 Meera’s recycling sorter is 90% accurate. If it is tested on 10 new waste photos, how many should it get right?
  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.🎯 Ishaan’s bird-song app was tested on 25 new bird songs and got 14 right. What is its accuracy in percent?
  14. 14.📋 Planning an AI project: which comes first — test on new photos or tag each photo by type? (a) test on new photos (b) tag each photo by type
  15. 15.🎯 Ananya’s bird-song app was tested on 10 new bird songs and got 9 right. What is its accuracy in percent?
  16. 16.📦 Aarav collected 110 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  17. 17.🎯 Arjun’s fruit sorter is 90% accurate. If it is tested on 40 new fruit photos, how many should it get right?
  18. 18.🎯 Kabir’s bird-song app is 80% accurate. If it is tested on 30 new bird songs, how many should it get right?
  19. 19.📋 Planning an AI project: which comes first — recheck every label or pick a question to solve? (a) recheck every label (b) pick a question to solve
  20. 20.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
  21. 21.🎯 Meera’s spam spotter is 50% accurate. If it is tested on 40 new messages, how many should it get right?
  22. 22.🎯 Ishaan’s handwriting reader is 80% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
  23. 23.🎯 Aarav’s recycling sorter was tested on 20 new waste photos and got 20 right. What is its accuracy in percent?
  24. 24.🧪 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
  25. 25.🎯 Nisha’s recycling sorter is 90% accurate. If it is tested on 90 new waste photos, how many should it get right?
  26. 26.📦 Meera collected 90 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  27. 27.📋 Planning an AI project: which comes first — pick a question to solve or let it learn patterns? (a) pick a question to solve (b) let it learn patterns
  28. 28.📦 Aarav collected 140 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  29. 29.📋 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
  30. 30.🧪 What is accuracy? (a) correct + total (b) total − correct (c) total × 2 (d) correct ÷ total × 100
  31. 31.🎯 Arjun’s recycling sorter was tested on 50 new waste photos and got 34 right. What is its accuracy in percent?
  32. 32.📋 Planning an AI project: which comes first — test on new photos or recheck every label? (a) test on new photos (b) recheck every label
  33. 33.📋 Planning an AI project: which comes first — work out the accuracy or try unseen examples? (a) work out the accuracy (b) try unseen examples
  34. 34.📦 Tara collected 160 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  35. 35.🎯 Nisha’s leaf identifier was tested on 5 new leaf photos and got 3 right. What is its accuracy in percent?
  36. 36.⚖️ Two fruit sorter models were tested on the same 20 fruit photos. Model A got 13 right and Model B got 11 right. How many percentage points more accurate is Model A?
  37. 37.📋 Planning an AI project: which comes first — recheck every label or tag each photo by type? (a) recheck every label (b) tag each photo by type
  38. 38.🎯 Tara’s bird-song app was tested on 4 new bird songs and got 3 right. What is its accuracy in percent?
  39. 39.📋 Planning an AI project: which comes first — split train and test or calculate percent right? (a) split train and test (b) calculate percent right
  40. 40.⚖️ Two recycling sorter models were tested on the same 20 waste photos. Model A got 20 right and Model B got 19 right. How many percentage points more accurate is Model A?

Answer key

  1. set aside test photos
  2. 48
  3. 10
  4. to see if it learned
  5. gather many examples
  6. paper and examples
  7. choose what to sort
  8. 4
  9. pick a question to solve
  10. 5
  11. 9
  12. test on new photos
  13. 56
  14. tag each photo by type
  15. 90
  16. 88
  17. 36
  18. 24
  19. pick a question to solve
  20. collect fruit photos
  21. 20
  22. 8
  23. 100
  24. more labelled examples
  25. 81
  26. 72
  27. pick a question to solve
  28. 112
  29. calculate percent right
  30. correct ÷ total × 100
  31. 68
  32. recheck every label
  33. try unseen examples
  34. 128
  35. 60
  36. 10
  37. tag each photo by type
  38. 75
  39. split train and test
  40. 5

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