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AI for students lesson 23: Design a tiny AI project · Set 589 · 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 — try unseen examples or train the model? (a) try unseen examples (b) train the model
  2. 2.🎯 Vihaan’s bird-song app was tested on 25 new bird songs and got 25 right. What is its accuracy in percent?
  3. 3.⚖️ Two recycling sorter models were tested on the same 20 waste photos. Model A got 19 right and Model B got 11 right. How many percentage points more accurate is Model A?
  4. 4.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to save paper (c) to see if it learned (d) to make it faster
  5. 5.📋 Planning an AI project: which comes first — label each example or gather many examples? (a) label each example (b) gather many examples
  6. 6.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 38 right and Model B got 26 right. How many percentage points more accurate is Model A?
  7. 7.📋 Planning an AI project: which comes first — collect fruit photos or train the model? (a) collect fruit photos (b) train the model
  8. 8.📋 Planning an AI project: which comes first — collect fruit photos or split train and test? (a) collect fruit photos (b) split train and test
  9. 9.📦 Rohan collected 170 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  10. 10.📋 Planning an AI project: which comes first — fix it and test again or train the model? (a) fix it and test again (b) train the model
  11. 11.📋 Planning an AI project: which comes first — calculate percent right or split train and test? (a) calculate percent right (b) split train and test
  12. 12.❌ Tara’s fruit sorter was tested on 31 new fruit photos and got 26 right. How many did it get wrong?
  13. 13.🎯 Nisha’s fruit sorter is 90% accurate. If it is tested on 80 new fruit photos, how many should it get right?
  14. 14.📦 Arjun collected 70 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  15. 15.🧪 You can plan a simple AI project with… (a) a secret password (b) paper and examples (c) nothing at all (d) only a big robot
  16. 16.❌ Tara’s bird-song app was tested on 39 new bird songs and got 32 right. How many did it get wrong?
  17. 17.📋 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
  18. 18.📋 Planning an AI project: which comes first — work out the accuracy or recheck every label? (a) work out the accuracy (b) recheck every label
  19. 19.⚖️ Two leaf identifier models were tested on the same 25 leaf photos. Model A got 21 right and Model B got 19 right. How many percentage points more accurate is Model A?
  20. 20.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) correct ÷ total × 100 (d) total − correct
  21. 21.📋 Planning an AI project: which comes first — train the model or try unseen examples? (a) train the model (b) try unseen examples
  22. 22.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) fewer examples (c) a new colour screen (d) more labelled examples
  23. 23.🎯 Arjun’s spam spotter is 90% accurate. If it is tested on 20 new messages, how many should it get right?
  24. 24.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos
  25. 25.⚖️ Two fruit sorter models were tested on the same 20 fruit photos. Model A got 19 right and Model B got 13 right. How many percentage points more accurate is Model A?
  26. 26.❌ Tara’s handwriting reader was tested on 20 new handwritten letters and got 11 right. How many did it get wrong?
  27. 27.📋 Planning an AI project: which comes first — correct bad labels or set aside test photos? (a) correct bad labels (b) set aside test photos
  28. 28.📋 Planning an AI project: which comes first — recheck every label or let it learn patterns? (a) recheck every label (b) let it learn patterns
  29. 29.📦 Nisha collected 60 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  30. 30.📋 Planning an AI project: which comes first — tag each photo by type or let it learn patterns? (a) tag each photo by type (b) let it learn patterns
  31. 31.🎯 Vihaan’s recycling sorter is 90% accurate. If it is tested on 20 new waste photos, how many should it get right?
  32. 32.📋 Planning an AI project: which comes first — fix it and test again or split train and test? (a) fix it and test again (b) split train and test
  33. 33.📋 Planning an AI project: which comes first — work out the accuracy or try unseen examples? (a) work out the accuracy (b) try unseen examples
  34. 34.📋 Planning an AI project: which comes first — let it learn patterns or collect fruit photos? (a) let it learn patterns (b) collect fruit photos
  35. 35.📋 Planning an AI project: which comes first — recheck every label or train the model? (a) recheck every label (b) train the model
  36. 36.❌ Kabir’s spam spotter was tested on 48 new messages and got 43 right. How many did it get wrong?
  37. 37.🎯 Aarav’s spam spotter is 80% accurate. If it is tested on 20 new messages, how many should it get right?
  38. 38.📋 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
  39. 39.📋 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
  40. 40.📋 Planning an AI project: which comes first — split train and test or tag each photo by type? (a) split train and test (b) tag each photo by type

Answer key

  1. train the model
  2. 100
  3. 40
  4. to see if it learned
  5. gather many examples
  6. 24
  7. collect fruit photos
  8. collect fruit photos
  9. 136
  10. train the model
  11. split train and test
  12. 5
  13. 72
  14. 56
  15. paper and examples
  16. 7
  17. pick a question to solve
  18. recheck every label
  19. 8
  20. correct ÷ total × 100
  21. train the model
  22. more labelled examples
  23. 18
  24. test on new photos
  25. 30
  26. 9
  27. correct bad labels
  28. recheck every label
  29. 48
  30. tag each photo by type
  31. 18
  32. split train and test
  33. try unseen examples
  34. collect fruit photos
  35. recheck every label
  36. 5
  37. 16
  38. tag each photo by type
  39. calculate percent right
  40. tag each photo by type

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