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AI for students lesson 23: Design a tiny AI project · Set 517 · 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) a secret password (b) nothing at all (c) paper and examples (d) only a big robot
  2. 2.🎯 Arjun’s bird-song app is 90% accurate. If it is tested on 50 new bird songs, how many should it get right?
  3. 3.📋 Planning an AI project: which comes first — work out the accuracy or fix it and test again? (a) work out the accuracy (b) fix it and test again
  4. 4.🎯 Tara’s leaf identifier was tested on 50 new leaf photos and got 43 right. What is its accuracy in percent?
  5. 5.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) correct ÷ total × 100 (d) total − correct
  6. 6.🎯 Tara’s recycling sorter is 90% accurate. If it is tested on 10 new waste photos, how many should it get right?
  7. 7.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 34 right and Model B got 27 right. How many percentage points more accurate is Model A?
  8. 8.📦 Rohan collected 140 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  9. 9.📋 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
  10. 10.🎯 Ananya’s handwriting reader was tested on 25 new handwritten letters and got 25 right. What is its accuracy in percent?
  11. 11.🎯 Aarav’s bird-song app was tested on 4 new bird songs and got 3 right. What is its accuracy in percent?
  12. 12.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
  13. 13.📋 Planning an AI project: which comes first — gather many examples or pick a question to solve? (a) gather many examples (b) pick a question to solve
  14. 14.❌ Ishaan’s leaf identifier was tested on 38 new leaf photos and got 30 right. How many did it get wrong?
  15. 15.📋 Planning an AI project: which comes first — gather many examples or correct bad labels? (a) gather many examples (b) correct bad labels
  16. 16.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 16 right and Model B got 14 right. How many percentage points more accurate is Model A?
  17. 17.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 40 right and Model B got 39 right. How many percentage points more accurate is Model A?
  18. 18.🎯 Aarav’s fruit sorter is 90% accurate. If it is tested on 50 new fruit photos, how many should it get right?
  19. 19.📦 Diya collected 90 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  20. 20.📋 Planning an AI project: which comes first — set aside test photos or recheck every label? (a) set aside test photos (b) recheck every label
  21. 21.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) more labelled examples (c) a louder speaker (d) fewer examples
  22. 22.🎯 Nisha’s leaf identifier is 50% accurate. If it is tested on 20 new leaf photos, how many should it get right?
  23. 23.❌ Arjun’s bird-song app was tested on 47 new bird songs and got 46 right. How many did it get wrong?
  24. 24.📋 Planning an AI project: which comes first — set aside test photos or train the model? (a) set aside test photos (b) train the model
  25. 25.🎯 Ananya’s recycling sorter was tested on 50 new waste photos and got 31 right. What is its accuracy in percent?
  26. 26.📦 Saanvi collected 80 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  27. 27.📦 Aarav collected 60 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  28. 28.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 10 right and Model B got 7 right. How many percentage points more accurate is Model A?
  29. 29.❌ Tara’s handwriting reader was tested on 17 new handwritten letters and got 10 right. How many did it get wrong?
  30. 30.🎯 Rohan’s handwriting reader was tested on 20 new handwritten letters and got 12 right. What is its accuracy in percent?
  31. 31.❌ Diya’s recycling sorter was tested on 35 new waste photos and got 30 right. How many did it get wrong?
  32. 32.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  33. 33.🎯 Meera’s bird-song app was tested on 25 new bird songs and got 18 right. What is its accuracy in percent?
  34. 34.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  35. 35.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 9 right and Model B got 7 right. How many percentage points more accurate is Model A?
  36. 36.📋 Planning an AI project: which comes first — label each example or improve data, retest? (a) label each example (b) improve data, retest
  37. 37.📋 Planning an AI project: which comes first — split train and test or correct bad labels? (a) split train and test (b) correct bad labels
  38. 38.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 24 right and Model B got 23 right. How many percentage points more accurate is Model A?
  39. 39.🎯 Vihaan’s spam spotter was tested on 10 new messages and got 6 right. What is its accuracy in percent?
  40. 40.📋 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

Answer key

  1. paper and examples
  2. 45
  3. work out the accuracy
  4. 86
  5. correct ÷ total × 100
  6. 9
  7. 14
  8. 112
  9. calculate percent right
  10. 100
  11. 75
  12. collect fruit photos
  13. pick a question to solve
  14. 8
  15. gather many examples
  16. 8
  17. 2
  18. 45
  19. 72
  20. recheck every label
  21. more labelled examples
  22. 10
  23. 1
  24. set aside test photos
  25. 62
  26. 64
  27. 48
  28. 30
  29. 7
  30. 60
  31. 5
  32. work out the accuracy
  33. 72
  34. work out the accuracy
  35. 20
  36. label each example
  37. correct bad labels
  38. 4
  39. 60
  40. correct bad labels

Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students