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AI for students lesson 23: Design a tiny AI project · Set 109 · 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 — fix it and test again or calculate percent right? (a) fix it and test again (b) calculate percent right
  2. 2.📦 Ananya collected 100 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  3. 3.📋 Planning an AI project: which comes first — test on new photos or correct bad labels? (a) test on new photos (b) correct bad labels
  4. 4.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 44 right and Model B got 32 right. How many percentage points more accurate is Model A?
  5. 5.🎯 Aarav’s leaf identifier was tested on 20 new leaf photos and got 11 right. What is its accuracy in percent?
  6. 6.🎯 Ishaan’s leaf identifier was tested on 4 new leaf photos and got 4 right. What is its accuracy in percent?
  7. 7.🧪 What is accuracy? (a) correct + total (b) total − correct (c) correct ÷ total × 100 (d) total × 2
  8. 8.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to make it bigger (c) to save paper (d) to see if it learned
  9. 9.🎯 Arjun’s spam spotter was tested on 4 new messages and got 2 right. What is its accuracy in percent?
  10. 10.🎯 Rohan’s recycling sorter is 70% accurate. If it is tested on 20 new waste photos, how many should it get right?
  11. 11.🧪 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
  12. 12.📋 Planning an AI project: which comes first — train the model or gather many examples? (a) train the model (b) gather many examples
  13. 13.🎯 Nisha’s spam spotter is 90% accurate. If it is tested on 20 new messages, how many should it get right?
  14. 14.🎯 Aarav’s bird-song app is 60% accurate. If it is tested on 90 new bird songs, how many should it get right?
  15. 15.🎯 Saanvi’s recycling sorter was tested on 50 new waste photos and got 32 right. What is its accuracy in percent?
  16. 16.📋 Planning an AI project: which comes first — work out the accuracy or choose what to sort? (a) work out the accuracy (b) choose what to sort
  17. 17.🎯 Arjun’s leaf identifier was tested on 10 new leaf photos and got 10 right. What is its accuracy in percent?
  18. 18.🎯 Arjun’s fruit sorter is 90% accurate. If it is tested on 10 new fruit photos, how many should it get right?
  19. 19.📋 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
  20. 20.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) fewer examples (c) more labelled examples (d) a louder speaker
  21. 21.❌ Rohan’s fruit sorter was tested on 19 new fruit photos and got 13 right. How many did it get wrong?
  22. 22.📋 Planning an AI project: which comes first — choose what to sort or correct bad labels? (a) choose what to sort (b) correct bad labels
  23. 23.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
  24. 24.📋 Planning an AI project: which comes first — train the model or split train and test? (a) train the model (b) split train and test
  25. 25.🎯 Kabir’s spam spotter is 80% accurate. If it is tested on 100 new messages, how many should it get right?
  26. 26.❌ Ananya’s fruit sorter was tested on 16 new fruit photos and got 12 right. How many did it get wrong?
  27. 27.📋 Planning an AI project: which comes first — set aside test photos or correct bad labels? (a) set aside test photos (b) correct bad labels
  28. 28.🎯 Aarav’s fruit sorter was tested on 5 new fruit photos and got 3 right. What is its accuracy in percent?
  29. 29.📋 Planning an AI project: which comes first — split train and test or calculate percent right? (a) split train and test (b) calculate percent right
  30. 30.📋 Planning an AI project: which comes first — work out the accuracy or let it learn patterns? (a) work out the accuracy (b) let it learn patterns
  31. 31.⚖️ Two spam spotter models were tested on the same 25 messages. Model A got 25 right and Model B got 24 right. How many percentage points more accurate is Model A?
  32. 32.🎯 Vihaan’s fruit sorter was tested on 50 new fruit photos and got 44 right. What is its accuracy in percent?
  33. 33.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 16 right and Model B got 13 right. How many percentage points more accurate is Model A?
  34. 34.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 44 right and Model B got 33 right. How many percentage points more accurate is Model A?
  35. 35.📋 Planning an AI project: which comes first — try unseen examples or fix it and test again? (a) try unseen examples (b) fix it and test again
  36. 36.📋 Planning an AI project: which comes first — collect fruit photos or work out the accuracy? (a) collect fruit photos (b) work out the accuracy
  37. 37.📋 Planning an AI project: which comes first — improve data, retest or collect fruit photos? (a) improve data, retest (b) collect fruit photos
  38. 38.📋 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
  39. 39.🎯 Ananya’s fruit sorter is 90% accurate. If it is tested on 60 new fruit photos, how many should it get right?
  40. 40.📋 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

Answer key

  1. calculate percent right
  2. 80
  3. correct bad labels
  4. 24
  5. 55
  6. 100
  7. correct ÷ total × 100
  8. to see if it learned
  9. 50
  10. 14
  11. paper and examples
  12. gather many examples
  13. 18
  14. 54
  15. 64
  16. choose what to sort
  17. 100
  18. 9
  19. pick a question to solve
  20. more labelled examples
  21. 6
  22. choose what to sort
  23. collect fruit photos
  24. split train and test
  25. 80
  26. 4
  27. correct bad labels
  28. 60
  29. split train and test
  30. let it learn patterns
  31. 4
  32. 88
  33. 12
  34. 22
  35. try unseen examples
  36. collect fruit photos
  37. collect fruit photos
  38. split train and test
  39. 54
  40. pick a question to solve

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