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AI for students lesson 23: Design a tiny AI project · Set 828 · 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 — split train and test or work out the accuracy? (a) split train and test (b) work out the accuracy
  2. 2.⚖️ Two leaf identifier models were tested on the same 10 leaf photos. Model A got 10 right and Model B got 5 right. How many percentage points more accurate is Model A?
  3. 3.📦 Meera collected 130 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  4. 4.📋 Planning an AI project: which comes first — calculate percent right or set aside test photos? (a) calculate percent right (b) set aside test photos
  5. 5.📋 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
  6. 6.📋 Planning an AI project: which comes first — work out the accuracy or collect fruit photos? (a) work out the accuracy (b) collect fruit photos
  7. 7.📋 Planning an AI project: which comes first — set aside test photos or correct bad labels? (a) set aside test photos (b) correct bad labels
  8. 8.🎯 Kabir’s bird-song app was tested on 50 new bird songs and got 42 right. What is its accuracy in percent?
  9. 9.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to save paper (c) to make it bigger (d) to see if it learned
  10. 10.🎯 Ananya’s spam spotter is 90% accurate. If it is tested on 60 new messages, how many should it get right?
  11. 11.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  12. 12.⚖️ 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?
  13. 13.📋 Planning an AI project: which comes first — split train and test or pick a question to solve? (a) split train and test (b) pick a question to solve
  14. 14.📋 Planning an AI project: which comes first — work out the accuracy or label each example? (a) work out the accuracy (b) label each example
  15. 15.🎯 Kabir’s bird-song app was tested on 50 new bird songs and got 28 right. What is its accuracy in percent?
  16. 16.🧪 What is accuracy? (a) total × 2 (b) correct + total (c) total − correct (d) correct ÷ total × 100
  17. 17.📋 Planning an AI project: which comes first — tag each photo by type or pick a question to solve? (a) tag each photo by type (b) pick a question to solve
  18. 18.📋 Planning an AI project: which comes first — train the model or fix it and test again? (a) train the model (b) fix it and test again
  19. 19.📋 Planning an AI project: which comes first — set aside test photos or fix it and test again? (a) set aside test photos (b) fix it and test again
  20. 20.🎯 Arjun’s recycling sorter is 60% accurate. If it is tested on 10 new waste photos, how many should it get right?
  21. 21.⚖️ Two fruit sorter models were tested on the same 20 fruit photos. Model A got 20 right and Model B got 18 right. How many percentage points more accurate is Model A?
  22. 22.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) more labelled examples (c) a new colour screen (d) a louder speaker
  23. 23.🎯 Meera’s handwriting reader was tested on 50 new handwritten letters and got 29 right. What is its accuracy in percent?
  24. 24.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 18 right and Model B got 16 right. How many percentage points more accurate is Model A?
  25. 25.📋 Planning an AI project: which comes first — recheck every label or collect fruit photos? (a) recheck every label (b) collect fruit photos
  26. 26.📋 Planning an AI project: which comes first — try unseen examples or work out the accuracy? (a) try unseen examples (b) work out the accuracy
  27. 27.📦 Saanvi collected 190 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  28. 28.🧪 You can plan a simple AI project with… (a) only a big robot (b) nothing at all (c) a secret password (d) paper and examples
  29. 29.🎯 Meera’s bird-song app is 60% accurate. If it is tested on 80 new bird songs, how many should it get right?
  30. 30.🎯 Rohan’s handwriting reader is 50% accurate. If it is tested on 90 new handwritten letters, how many should it get right?
  31. 31.📋 Planning an AI project: which comes first — pick a question to solve or improve data, retest? (a) pick a question to solve (b) improve data, retest
  32. 32.📋 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
  33. 33.📦 Kabir collected 160 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  34. 34.🎯 Nisha’s handwriting reader was tested on 10 new handwritten letters and got 6 right. What is its accuracy in percent?
  35. 35.📋 Planning an AI project: which comes first — calculate percent right or fix it and test again? (a) calculate percent right (b) fix it and test again
  36. 36.📋 Planning an AI project: which comes first — improve data, retest or choose what to sort? (a) improve data, retest (b) choose what to sort
  37. 37.📋 Planning an AI project: which comes first — collect fruit photos or fix it and test again? (a) collect fruit photos (b) fix it and test again
  38. 38.🎯 Saanvi’s leaf identifier was tested on 10 new leaf photos and got 9 right. What is its accuracy in percent?
  39. 39.❌ Saanvi’s bird-song app was tested on 50 new bird songs and got 48 right. How many did it get wrong?
  40. 40.📋 Planning an AI project: which comes first — pick a question to solve or split train and test? (a) pick a question to solve (b) split train and test

Answer key

  1. split train and test
  2. 50
  3. 104
  4. set aside test photos
  5. calculate percent right
  6. collect fruit photos
  7. correct bad labels
  8. 84
  9. to see if it learned
  10. 54
  11. test on new photos
  12. 10
  13. pick a question to solve
  14. label each example
  15. 56
  16. correct ÷ total × 100
  17. pick a question to solve
  18. train the model
  19. set aside test photos
  20. 6
  21. 10
  22. more labelled examples
  23. 58
  24. 8
  25. collect fruit photos
  26. try unseen examples
  27. 152
  28. paper and examples
  29. 48
  30. 45
  31. pick a question to solve
  32. try unseen examples
  33. 128
  34. 60
  35. calculate percent right
  36. choose what to sort
  37. collect fruit photos
  38. 90
  39. 2
  40. pick a question to solve

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