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AI for students lesson 23: Design a tiny AI project · Set 895 · 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 — choose what to sort or collect fruit photos? (a) choose what to sort (b) collect fruit photos
  2. 2.📋 Planning an AI project: which comes first — let it learn patterns or collect fruit photos? (a) let it learn patterns (b) collect fruit photos
  3. 3.📋 Planning an AI project: which comes first — let it learn patterns or work out the accuracy? (a) let it learn patterns (b) work out the accuracy
  4. 4.❌ Kabir’s fruit sorter was tested on 30 new fruit photos and got 28 right. How many did it get wrong?
  5. 5.🎯 Rohan’s recycling sorter is 70% accurate. If it is tested on 60 new waste photos, how many should it get right?
  6. 6.🎯 Meera’s handwriting reader was tested on 4 new handwritten letters and got 2 right. What is its accuracy in percent?
  7. 7.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to make it faster (c) to make it bigger (d) to see if it learned
  8. 8.🎯 Aarav’s fruit sorter was tested on 20 new fruit photos and got 19 right. What is its accuracy in percent?
  9. 9.❌ Diya’s handwriting reader was tested on 32 new handwritten letters and got 24 right. How many did it get wrong?
  10. 10.🧪 What is accuracy? (a) total − correct (b) correct + total (c) correct ÷ total × 100 (d) total × 2
  11. 11.📋 Planning an AI project: which comes first — fix it and test again or let it learn patterns? (a) fix it and test again (b) let it learn patterns
  12. 12.📋 Planning an AI project: which comes first — fix it and test again or work out the accuracy? (a) fix it and test again (b) work out the accuracy
  13. 13.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 23 right and Model B got 21 right. How many percentage points more accurate is Model A?
  14. 14.📋 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
  15. 15.📋 Planning an AI project: which comes first — split train and test or try unseen examples? (a) split train and test (b) try unseen examples
  16. 16.📋 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
  17. 17.📦 Tara collected 40 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  18. 18.📋 Planning an AI project: which comes first — label each example or let it learn patterns? (a) label each example (b) let it learn patterns
  19. 19.🎯 Meera’s handwriting reader is 60% accurate. If it is tested on 80 new handwritten letters, how many should it get right?
  20. 20.🎯 Rohan’s handwriting reader is 50% accurate. If it is tested on 70 new handwritten letters, how many should it get right?
  21. 21.📦 Kabir collected 150 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  22. 22.📋 Planning an AI project: which comes first — try unseen examples or split train and test? (a) try unseen examples (b) split train and test
  23. 23.🧪 You can plan a simple AI project with… (a) nothing at all (b) paper and examples (c) only a big robot (d) a secret password
  24. 24.📋 Planning an AI project: which comes first — gather many examples or work out the accuracy? (a) gather many examples (b) work out the accuracy
  25. 25.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 28 right and Model B got 27 right. How many percentage points more accurate is Model A?
  26. 26.📋 Planning an AI project: which comes first — calculate percent right or label each example? (a) calculate percent right (b) label each example
  27. 27.📋 Planning an AI project: which comes first — try unseen examples or improve data, retest? (a) try unseen examples (b) improve data, retest
  28. 28.🎯 Ananya’s spam spotter was tested on 20 new messages and got 16 right. What is its accuracy in percent?
  29. 29.📋 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
  30. 30.❌ Ananya’s fruit sorter was tested on 29 new fruit photos and got 26 right. How many did it get wrong?
  31. 31.🎯 Kabir’s recycling sorter was tested on 50 new waste photos and got 26 right. What is its accuracy in percent?
  32. 32.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a new colour screen (c) more labelled examples (d) a louder speaker
  33. 33.📦 Saanvi collected 60 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  34. 34.❌ Meera’s leaf identifier was tested on 44 new leaf photos and got 40 right. How many did it get wrong?
  35. 35.📋 Planning an AI project: which comes first — pick a question to solve or gather many examples? (a) pick a question to solve (b) gather many examples
  36. 36.🎯 Saanvi’s recycling sorter was tested on 50 new waste photos and got 41 right. What is its accuracy in percent?
  37. 37.🎯 Ishaan’s fruit sorter was tested on 5 new fruit photos and got 5 right. What is its accuracy in percent?
  38. 38.📋 Planning an AI project: which comes first — let it learn patterns or try unseen examples? (a) let it learn patterns (b) try unseen examples
  39. 39.📦 Aarav collected 80 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  40. 40.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 20 right and Model B got 18 right. How many percentage points more accurate is Model A?

Answer key

  1. choose what to sort
  2. collect fruit photos
  3. let it learn patterns
  4. 2
  5. 42
  6. 50
  7. to see if it learned
  8. 95
  9. 8
  10. correct ÷ total × 100
  11. let it learn patterns
  12. work out the accuracy
  13. 8
  14. let it learn patterns
  15. split train and test
  16. split train and test
  17. 32
  18. label each example
  19. 48
  20. 35
  21. 120
  22. split train and test
  23. paper and examples
  24. gather many examples
  25. 2
  26. label each example
  27. try unseen examples
  28. 80
  29. choose what to sort
  30. 3
  31. 52
  32. more labelled examples
  33. 48
  34. 4
  35. pick a question to solve
  36. 82
  37. 100
  38. let it learn patterns
  39. 64
  40. 10

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