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AI for students lesson 23: Design a tiny AI project · Set 846 · 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 — set aside test photos or collect fruit photos? (a) set aside test photos (b) collect fruit photos
  2. 2.📦 Diya collected 200 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  3. 3.📦 Tara collected 100 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  4. 4.📋 Planning an AI project: which comes first — work out the accuracy or test on new photos? (a) work out the accuracy (b) test on new photos
  5. 5.🎯 Kabir’s bird-song app was tested on 10 new bird songs and got 8 right. What is its accuracy in percent?
  6. 6.🧪 You can plan a simple AI project with… (a) a secret password (b) only a big robot (c) paper and examples (d) nothing at all
  7. 7.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 23 right and Model B got 22 right. How many percentage points more accurate is Model A?
  8. 8.📋 Planning an AI project: which comes first — calculate percent right or gather many examples? (a) calculate percent right (b) gather many examples
  9. 9.🧪 What is accuracy? (a) total − correct (b) total × 2 (c) correct + total (d) correct ÷ total × 100
  10. 10.🎯 Saanvi’s fruit sorter is 50% accurate. If it is tested on 40 new fruit photos, how many should it get right?
  11. 11.📋 Planning an AI project: which comes first — gather many examples or label each example? (a) gather many examples (b) label each example
  12. 12.❌ Saanvi’s bird-song app was tested on 20 new bird songs and got 18 right. How many did it get wrong?
  13. 13.📦 Vihaan collected 70 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  14. 14.🎯 Vihaan’s bird-song app was tested on 4 new bird songs and got 3 right. What is its accuracy in percent?
  15. 15.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 50 right and Model B got 49 right. How many percentage points more accurate is Model A?
  16. 16.🎯 Ananya’s leaf identifier was tested on 4 new leaf photos and got 3 right. What is its accuracy in percent?
  17. 17.📋 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
  18. 18.⚖️ Two recycling sorter models were tested on the same 10 waste photos. Model A got 7 right and Model B got 6 right. How many percentage points more accurate is Model A?
  19. 19.📋 Planning an AI project: which comes first — label each example or calculate percent right? (a) label each example (b) calculate percent right
  20. 20.🎯 Tara’s handwriting reader is 50% accurate. If it is tested on 80 new handwritten letters, how many should it get right?
  21. 21.🎯 Arjun’s spam spotter is 70% accurate. If it is tested on 90 new messages, how many should it get right?
  22. 22.📋 Planning an AI project: which comes first — pick a question to solve or tag each photo by type? (a) pick a question to solve (b) tag each photo by type
  23. 23.📋 Planning an AI project: which comes first — gather many examples or set aside test photos? (a) gather many examples (b) set aside test photos
  24. 24.📋 Planning an AI project: which comes first — set aside test photos or gather many examples? (a) set aside test photos (b) gather many examples
  25. 25.🎯 Rohan’s spam spotter was tested on 10 new messages and got 8 right. What is its accuracy in percent?
  26. 26.❌ Ananya’s bird-song app was tested on 37 new bird songs and got 29 right. How many did it get wrong?
  27. 27.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 22 right and Model B got 13 right. How many percentage points more accurate is Model A?
  28. 28.📦 Arjun collected 130 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  29. 29.📋 Planning an AI project: which comes first — tag each photo by type or correct bad labels? (a) tag each photo by type (b) correct bad labels
  30. 30.🎯 Tara’s leaf identifier is 60% accurate. If it is tested on 40 new leaf photos, how many should it get right?
  31. 31.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  32. 32.🧪 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
  33. 33.📋 Planning an AI project: which comes first — recheck every label or set aside test photos? (a) recheck every label (b) set aside test photos
  34. 34.📋 Planning an AI project: which comes first — correct bad labels or label each example? (a) correct bad labels (b) label each example
  35. 35.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
  36. 36.📦 Tara collected 50 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  37. 37.📦 Aarav collected 190 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  38. 38.❌ Vihaan’s bird-song app was tested on 22 new bird songs and got 15 right. How many did it get wrong?
  39. 39.📋 Planning an AI project: which comes first — gather many examples or improve data, retest? (a) gather many examples (b) improve data, retest
  40. 40.🎯 Tara’s bird-song app was tested on 4 new bird songs and got 4 right. What is its accuracy in percent?

Answer key

  1. collect fruit photos
  2. 160
  3. 80
  4. test on new photos
  5. 80
  6. paper and examples
  7. 4
  8. gather many examples
  9. correct ÷ total × 100
  10. 20
  11. gather many examples
  12. 2
  13. 56
  14. 75
  15. 2
  16. 75
  17. split train and test
  18. 10
  19. label each example
  20. 40
  21. 63
  22. pick a question to solve
  23. gather many examples
  24. gather many examples
  25. 80
  26. 8
  27. 36
  28. 104
  29. tag each photo by type
  30. 24
  31. work out the accuracy
  32. more labelled examples
  33. recheck every label
  34. label each example
  35. collect fruit photos
  36. 40
  37. 152
  38. 7
  39. gather many examples
  40. 100

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