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AI for students lesson 23: Design a tiny AI project · Set 829 · 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.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) fewer examples (c) a louder speaker (d) a new colour screen
  2. 2.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos
  3. 3.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) correct ÷ total × 100 (d) total − correct
  4. 4.📋 Planning an AI project: which comes first — tag each photo by type or fix it and test again? (a) tag each photo by type (b) fix it and test again
  5. 5.📋 Planning an AI project: which comes first — train the model or choose what to sort? (a) train the model (b) choose what to sort
  6. 6.📋 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
  7. 7.❌ Kabir’s recycling sorter was tested on 37 new waste photos and got 34 right. How many did it get wrong?
  8. 8.❌ Rohan’s fruit sorter was tested on 42 new fruit photos and got 37 right. How many did it get wrong?
  9. 9.📋 Planning an AI project: which comes first — let it learn patterns or fix it and test again? (a) let it learn patterns (b) fix it and test again
  10. 10.🎯 Arjun’s handwriting reader was tested on 5 new handwritten letters and got 5 right. What is its accuracy in percent?
  11. 11.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to make it faster (c) to see if it learned (d) to make it bigger
  12. 12.❌ Nisha’s leaf identifier was tested on 39 new leaf photos and got 31 right. How many did it get wrong?
  13. 13.📋 Planning an AI project: which comes first — test on new photos or gather many examples? (a) test on new photos (b) gather many examples
  14. 14.🎯 Vihaan’s bird-song app was tested on 10 new bird songs and got 8 right. What is its accuracy in percent?
  15. 15.🎯 Meera’s fruit sorter is 70% accurate. If it is tested on 10 new fruit photos, how many should it get right?
  16. 16.📋 Planning an AI project: which comes first — collect fruit photos or pick a question to solve? (a) collect fruit photos (b) pick a question to solve
  17. 17.❌ Rohan’s handwriting reader was tested on 50 new handwritten letters and got 45 right. How many did it get wrong?
  18. 18.🎯 Diya’s leaf identifier was tested on 4 new leaf photos and got 2 right. What is its accuracy in percent?
  19. 19.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 21 right and Model B got 14 right. How many percentage points more accurate is Model A?
  20. 20.📋 Planning an AI project: which comes first — gather many examples or fix it and test again? (a) gather many examples (b) fix it and test again
  21. 21.📋 Planning an AI project: which comes first — collect fruit photos or recheck every label? (a) collect fruit photos (b) recheck every label
  22. 22.🎯 Diya’s handwriting reader is 70% accurate. If it is tested on 100 new handwritten letters, how many should it get right?
  23. 23.📋 Planning an AI project: which comes first — choose what to sort or test on new photos? (a) choose what to sort (b) test on new photos
  24. 24.📋 Planning an AI project: which comes first — correct bad labels or split train and test? (a) correct bad labels (b) split train and test
  25. 25.📋 Planning an AI project: which comes first — test on new photos or let it learn patterns? (a) test on new photos (b) let it learn patterns
  26. 26.📦 Aarav collected 120 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  27. 27.🎯 Ishaan’s spam spotter was tested on 25 new messages and got 20 right. What is its accuracy in percent?
  28. 28.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 10 right and Model B got 8 right. How many percentage points more accurate is Model A?
  29. 29.📋 Planning an AI project: which comes first — let it learn patterns or calculate percent right? (a) let it learn patterns (b) calculate percent right
  30. 30.📦 Saanvi collected 60 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  31. 31.🎯 Meera’s fruit sorter was tested on 25 new fruit photos and got 24 right. What is its accuracy in percent?
  32. 32.📋 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
  33. 33.🎯 Kabir’s leaf identifier is 60% accurate. If it is tested on 30 new leaf photos, how many should it get right?
  34. 34.🎯 Tara’s recycling sorter is 70% accurate. If it is tested on 100 new waste photos, how many should it get right?
  35. 35.🎯 Kabir’s leaf identifier is 50% accurate. If it is tested on 40 new leaf photos, how many should it get right?
  36. 36.📋 Planning an AI project: which comes first — improve data, retest or split train and test? (a) improve data, retest (b) split train and test
  37. 37.📦 Vihaan collected 170 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  38. 38.🎯 Vihaan’s spam spotter was tested on 10 new messages and got 10 right. What is its accuracy in percent?
  39. 39.📋 Planning an AI project: which comes first — set aside test photos or improve data, retest? (a) set aside test photos (b) improve data, retest
  40. 40.📋 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

Answer key

  1. more labelled examples
  2. test on new photos
  3. correct ÷ total × 100
  4. tag each photo by type
  5. choose what to sort
  6. pick a question to solve
  7. 3
  8. 5
  9. let it learn patterns
  10. 100
  11. to see if it learned
  12. 8
  13. gather many examples
  14. 80
  15. 7
  16. pick a question to solve
  17. 5
  18. 50
  19. 28
  20. gather many examples
  21. collect fruit photos
  22. 70
  23. choose what to sort
  24. correct bad labels
  25. let it learn patterns
  26. 96
  27. 80
  28. 20
  29. let it learn patterns
  30. 48
  31. 96
  32. calculate percent right
  33. 18
  34. 70
  35. 20
  36. split train and test
  37. 136
  38. 100
  39. set aside test photos
  40. pick a question to solve

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