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AI for students lesson 23: Design a tiny AI project · Set 874 · 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.🧪 You can plan a simple AI project with… (a) paper and examples (b) a secret password (c) nothing at all (d) only a big robot
  2. 2.📋 Planning an AI project: which comes first — test on new photos or fix it and test again? (a) test on new photos (b) fix it and test again
  3. 3.📦 Vihaan collected 80 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  4. 4.❌ Rohan’s recycling sorter was tested on 23 new waste photos and got 22 right. How many did it get wrong?
  5. 5.📋 Planning an AI project: which comes first — test on new photos or set aside test photos? (a) test on new photos (b) set aside test photos
  6. 6.🎯 Rohan’s bird-song app is 80% accurate. If it is tested on 10 new bird songs, how many should it get right?
  7. 7.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 50 right and Model B got 49 right. How many percentage points more accurate is Model A?
  8. 8.📦 Meera collected 180 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  9. 9.❌ Ishaan’s recycling sorter was tested on 44 new waste photos and got 35 right. How many did it get wrong?
  10. 10.📋 Planning an AI project: which comes first — calculate percent right or pick a question to solve? (a) calculate percent right (b) pick a question to solve
  11. 11.📦 Ishaan collected 50 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  12. 12.📋 Planning an AI project: which comes first — pick a question to solve or work out the accuracy? (a) pick a question to solve (b) work out the accuracy
  13. 13.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to make it bigger (c) to see if it learned (d) to save paper
  14. 14.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  15. 15.🎯 Arjun’s leaf identifier is 60% accurate. If it is tested on 60 new leaf photos, how many should it get right?
  16. 16.📋 Planning an AI project: which comes first — set aside test photos or tag each photo by type? (a) set aside test photos (b) tag each photo by type
  17. 17.🧪 What is accuracy? (a) total × 2 (b) correct ÷ total × 100 (c) total − correct (d) correct + total
  18. 18.📋 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
  19. 19.📦 Vihaan collected 200 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  20. 20.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a louder speaker (c) more labelled examples (d) a new colour screen
  21. 21.📋 Planning an AI project: which comes first — split train and test or train the model? (a) split train and test (b) train the model
  22. 22.📦 Kabir collected 110 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  23. 23.📋 Planning an AI project: which comes first — choose what to sort or let it learn patterns? (a) choose what to sort (b) let it learn patterns
  24. 24.🎯 Kabir’s recycling sorter was tested on 10 new waste photos and got 7 right. What is its accuracy in percent?
  25. 25.🎯 Meera’s leaf identifier is 50% accurate. If it is tested on 90 new leaf photos, how many should it get right?
  26. 26.📦 Rohan collected 190 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  27. 27.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
  28. 28.📋 Planning an AI project: which comes first — choose what to sort or label each example? (a) choose what to sort (b) label each example
  29. 29.📋 Planning an AI project: which comes first — choose what to sort or split train and test? (a) choose what to sort (b) split train and test
  30. 30.📋 Planning an AI project: which comes first — let it learn patterns or improve data, retest? (a) let it learn patterns (b) improve data, retest
  31. 31.📋 Planning an AI project: which comes first — correct bad labels or gather many examples? (a) correct bad labels (b) gather many examples
  32. 32.📦 Arjun collected 100 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  33. 33.📋 Planning an AI project: which comes first — test on new photos or train the model? (a) test on new photos (b) train the model
  34. 34.🎯 Rohan’s handwriting reader is 50% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
  35. 35.⚖️ Two spam spotter models were tested on the same 50 messages. Model A got 47 right and Model B got 45 right. How many percentage points more accurate is Model A?
  36. 36.📋 Planning an AI project: which comes first — fix it and test again or choose what to sort? (a) fix it and test again (b) choose what to sort
  37. 37.❌ Diya’s handwriting reader was tested on 27 new handwritten letters and got 22 right. How many did it get wrong?
  38. 38.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
  39. 39.📋 Planning an AI project: which comes first — gather many examples or train the model? (a) gather many examples (b) train the model
  40. 40.🎯 Arjun’s leaf identifier is 70% accurate. If it is tested on 100 new leaf photos, how many should it get right?

Answer key

  1. paper and examples
  2. test on new photos
  3. 64
  4. 1
  5. set aside test photos
  6. 8
  7. 2
  8. 144
  9. 9
  10. pick a question to solve
  11. 40
  12. pick a question to solve
  13. to see if it learned
  14. calculate percent right
  15. 36
  16. tag each photo by type
  17. correct ÷ total × 100
  18. let it learn patterns
  19. 160
  20. more labelled examples
  21. split train and test
  22. 88
  23. choose what to sort
  24. 70
  25. 45
  26. 152
  27. calculate percent right
  28. choose what to sort
  29. choose what to sort
  30. let it learn patterns
  31. gather many examples
  32. 80
  33. train the model
  34. 10
  35. 4
  36. choose what to sort
  37. 5
  38. train the model
  39. gather many examples
  40. 70

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