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AI for students lesson 23: Design a tiny AI project · Set 425 · 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.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 20 right and Model B got 18 right. How many percentage points more accurate is Model A?
  2. 2.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) total − correct (d) correct ÷ total × 100
  3. 3.🎯 Diya’s bird-song app is 50% accurate. If it is tested on 10 new bird songs, how many should it get right?
  4. 4.❌ Meera’s handwriting reader was tested on 46 new handwritten letters and got 45 right. How many did it get wrong?
  5. 5.🎯 Kabir’s recycling sorter was tested on 4 new waste photos and got 2 right. What is its accuracy in percent?
  6. 6.📦 Ishaan collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  7. 7.📋 Planning an AI project: which comes first — set aside test photos or pick a question to solve? (a) set aside test photos (b) pick a question to solve
  8. 8.📦 Meera collected 100 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  9. 9.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to see if it learned (c) to make it faster (d) to make it bigger
  10. 10.📋 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
  11. 11.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) more labelled examples (c) fewer examples (d) a louder speaker
  12. 12.🎯 Ishaan’s spam spotter was tested on 10 new messages and got 7 right. What is its accuracy in percent?
  13. 13.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  14. 14.📋 Planning an AI project: which comes first — tag each photo by type or choose what to sort? (a) tag each photo by type (b) choose what to sort
  15. 15.❌ Arjun’s spam spotter was tested on 35 new messages and got 34 right. How many did it get wrong?
  16. 16.🧪 You can plan a simple AI project with… (a) paper and examples (b) nothing at all (c) a secret password (d) only a big robot
  17. 17.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos
  18. 18.📋 Planning an AI project: which comes first — pick a question to solve or split train and test? (a) pick a question to solve (b) split train and test
  19. 19.🎯 Vihaan’s handwriting reader is 80% accurate. If it is tested on 60 new handwritten letters, how many should it get right?
  20. 20.📋 Planning an AI project: which comes first — calculate percent right or collect fruit photos? (a) calculate percent right (b) collect fruit photos
  21. 21.📋 Planning an AI project: which comes first — label each example or work out the accuracy? (a) label each example (b) work out the accuracy
  22. 22.📦 Arjun collected 80 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  23. 23.📦 Tara collected 120 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  24. 24.🎯 Ananya’s bird-song app was tested on 50 new bird songs and got 39 right. What is its accuracy in percent?
  25. 25.🎯 Arjun’s fruit sorter is 50% accurate. If it is tested on 90 new fruit photos, how many should it get right?
  26. 26.📦 Kabir collected 190 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  27. 27.📋 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
  28. 28.📋 Planning an AI project: which comes first — work out the accuracy or let it learn patterns? (a) work out the accuracy (b) let it learn patterns
  29. 29.📋 Planning an AI project: which comes first — work out the accuracy or split train and test? (a) work out the accuracy (b) split train and test
  30. 30.🎯 Tara’s recycling sorter was tested on 20 new waste photos and got 19 right. What is its accuracy in percent?
  31. 31.📋 Planning an AI project: which comes first — let it learn patterns or try unseen examples? (a) let it learn patterns (b) try unseen examples
  32. 32.📦 Rohan collected 70 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  33. 33.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 19 right and Model B got 14 right. How many percentage points more accurate is Model A?
  34. 34.📋 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
  35. 35.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 18 right and Model B got 17 right. How many percentage points more accurate is Model A?
  36. 36.📦 Meera collected 130 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  37. 37.🎯 Ananya’s bird-song app was tested on 20 new bird songs and got 11 right. What is its accuracy in percent?
  38. 38.❌ Tara’s handwriting reader was tested on 22 new handwritten letters and got 21 right. How many did it get wrong?
  39. 39.🎯 Arjun’s recycling sorter is 60% accurate. If it is tested on 30 new waste photos, how many should it get right?
  40. 40.📋 Planning an AI project: which comes first — fix it and test again or try unseen examples? (a) fix it and test again (b) try unseen examples

Answer key

  1. 10
  2. correct ÷ total × 100
  3. 5
  4. 1
  5. 50
  6. 104
  7. pick a question to solve
  8. 80
  9. to see if it learned
  10. calculate percent right
  11. more labelled examples
  12. 70
  13. work out the accuracy
  14. choose what to sort
  15. 1
  16. paper and examples
  17. test on new photos
  18. pick a question to solve
  19. 48
  20. collect fruit photos
  21. label each example
  22. 64
  23. 96
  24. 78
  25. 45
  26. 152
  27. calculate percent right
  28. let it learn patterns
  29. split train and test
  30. 95
  31. let it learn patterns
  32. 56
  33. 20
  34. let it learn patterns
  35. 5
  36. 104
  37. 55
  38. 1
  39. 18
  40. try unseen examples

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