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AI for students lesson 23: Design a tiny AI project · Set 848 · 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 let it learn patterns? (a) split train and test (b) let it learn patterns
  2. 2.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 9 right and Model B got 7 right. How many percentage points more accurate is Model A?
  3. 3.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  4. 4.🧪 What is accuracy? (a) total − correct (b) correct + total (c) total × 2 (d) correct ÷ total × 100
  5. 5.🎯 Meera’s bird-song app is 50% accurate. If it is tested on 60 new bird songs, how many should it get right?
  6. 6.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to see if it learned (c) to make it faster (d) to save paper
  7. 7.❌ Ishaan’s fruit sorter was tested on 38 new fruit photos and got 36 right. How many did it get wrong?
  8. 8.🎯 Aarav’s handwriting reader was tested on 4 new handwritten letters and got 4 right. What is its accuracy in percent?
  9. 9.🎯 Aarav’s spam spotter was tested on 25 new messages and got 22 right. What is its accuracy in percent?
  10. 10.📋 Planning an AI project: which comes first — set aside test photos or pick a question to solve? (a) set aside test photos (b) pick a question to solve
  11. 11.🎯 Vihaan’s fruit sorter is 80% accurate. If it is tested on 50 new fruit photos, how many should it get right?
  12. 12.📦 Diya collected 60 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  13. 13.🎯 Aarav’s fruit sorter was tested on 10 new fruit photos and got 9 right. What is its accuracy in percent?
  14. 14.📋 Planning an AI project: which comes first — split train and test or train the model? (a) split train and test (b) train the model
  15. 15.📦 Kabir collected 170 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  16. 16.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 7 right and Model B got 5 right. How many percentage points more accurate is Model A?
  17. 17.📦 Rohan collected 120 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  18. 18.🧪 You can plan a simple AI project with… (a) a secret password (b) only a big robot (c) nothing at all (d) paper and examples
  19. 19.❌ Vihaan’s spam spotter was tested on 34 new messages and got 25 right. How many did it get wrong?
  20. 20.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 39 right and Model B got 35 right. How many percentage points more accurate is Model A?
  21. 21.📋 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
  22. 22.📦 Meera collected 70 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  23. 23.🎯 Ananya’s bird-song app was tested on 5 new bird songs and got 5 right. What is its accuracy in percent?
  24. 24.🎯 Nisha’s fruit sorter was tested on 25 new fruit photos and got 23 right. What is its accuracy in percent?
  25. 25.📋 Planning an AI project: which comes first — tag each photo by type or test on new photos? (a) tag each photo by type (b) test on new photos
  26. 26.📋 Planning an AI project: which comes first — correct bad labels or fix it and test again? (a) correct bad labels (b) fix it and test again
  27. 27.🎯 Rohan’s leaf identifier is 50% accurate. If it is tested on 20 new leaf photos, how many should it get right?
  28. 28.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) a louder speaker (c) fewer examples (d) a new colour screen
  29. 29.📦 Nisha collected 150 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  30. 30.📋 Planning an AI project: which comes first — pick a question to solve or train the model? (a) pick a question to solve (b) train the model
  31. 31.🎯 Arjun’s bird-song app was tested on 5 new bird songs and got 4 right. What is its accuracy in percent?
  32. 32.🎯 Ishaan’s fruit sorter was tested on 10 new fruit photos and got 7 right. What is its accuracy in percent?
  33. 33.📋 Planning an AI project: which comes first — collect fruit photos or calculate percent right? (a) collect fruit photos (b) calculate percent right
  34. 34.📋 Planning an AI project: which comes first — split train and test or fix it and test again? (a) split train and test (b) fix it and test again
  35. 35.🎯 Ishaan’s spam spotter was tested on 25 new messages and got 16 right. What is its accuracy in percent?
  36. 36.📋 Planning an AI project: which comes first — choose what to sort or try unseen examples? (a) choose what to sort (b) try unseen examples
  37. 37.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  38. 38.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 21 right and Model B got 19 right. How many percentage points more accurate is Model A?
  39. 39.📦 Rohan collected 180 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  40. 40.❌ Vihaan’s recycling sorter was tested on 44 new waste photos and got 42 right. How many did it get wrong?

Answer key

  1. split train and test
  2. 20
  3. work out the accuracy
  4. correct ÷ total × 100
  5. 30
  6. to see if it learned
  7. 2
  8. 100
  9. 88
  10. pick a question to solve
  11. 40
  12. 48
  13. 90
  14. split train and test
  15. 136
  16. 20
  17. 96
  18. paper and examples
  19. 9
  20. 8
  21. let it learn patterns
  22. 56
  23. 100
  24. 92
  25. tag each photo by type
  26. correct bad labels
  27. 10
  28. more labelled examples
  29. 120
  30. pick a question to solve
  31. 80
  32. 70
  33. collect fruit photos
  34. split train and test
  35. 64
  36. choose what to sort
  37. 10
  38. 8
  39. 144
  40. 2

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