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AI for students lesson 23: Design a tiny AI project · Set 92 · 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.🧪 What is accuracy? (a) total − correct (b) correct ÷ total × 100 (c) total × 2 (d) correct + total
  2. 2.🎯 Kabir’s leaf identifier is 80% accurate. If it is tested on 40 new leaf photos, how many should it get right?
  3. 3.📦 Arjun collected 190 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  4. 4.🧪 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
  5. 5.🧪 Why must you test a model on examples it has NOT seen? (a) to see if it learned (b) to save paper (c) to make it bigger (d) to make it faster
  6. 6.🎯 Kabir’s fruit sorter was tested on 20 new fruit photos and got 12 right. What is its accuracy in percent?
  7. 7.🎯 Aarav’s spam spotter is 70% accurate. If it is tested on 40 new messages, how many should it get right?
  8. 8.🎯 Ananya’s fruit sorter is 60% accurate. If it is tested on 40 new fruit photos, how many should it get right?
  9. 9.❌ Kabir’s leaf identifier was tested on 17 new leaf photos and got 13 right. How many did it get wrong?
  10. 10.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 19 right and Model B got 17 right. How many percentage points more accurate is Model A?
  11. 11.📦 Tara collected 140 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  12. 12.📦 Saanvi collected 160 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  13. 13.🎯 Vihaan’s fruit sorter is 60% accurate. If it is tested on 50 new fruit photos, how many should it get right?
  14. 14.⚖️ Two recycling sorter models were tested on the same 10 waste photos. Model A got 9 right and Model B got 8 right. How many percentage points more accurate is Model A?
  15. 15.🧪 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
  16. 16.🎯 Vihaan’s bird-song app is 70% accurate. If it is tested on 100 new bird songs, how many should it get right?
  17. 17.🎯 Rohan’s fruit sorter is 60% accurate. If it is tested on 100 new fruit photos, how many should it get right?
  18. 18.📦 Aarav collected 50 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  19. 19.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
  20. 20.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  21. 21.🎯 Ishaan’s bird-song app was tested on 25 new bird songs and got 25 right. What is its accuracy in percent?
  22. 22.🎯 Kabir’s bird-song app was tested on 50 new bird songs and got 25 right. What is its accuracy in percent?
  23. 23.🎯 Rohan’s leaf identifier was tested on 4 new leaf photos and got 2 right. What is its accuracy in percent?
  24. 24.❌ Kabir’s fruit sorter was tested on 29 new fruit photos and got 28 right. How many did it get wrong?
  25. 25.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 8 right and Model B got 6 right. How many percentage points more accurate is Model A?
  26. 26.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  27. 27.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 45 right and Model B got 37 right. How many percentage points more accurate is Model A?
  28. 28.❌ Meera’s handwriting reader was tested on 40 new handwritten letters and got 33 right. How many did it get wrong?
  29. 29.📋 Planning an AI project: which comes first — choose what to sort or work out the accuracy? (a) choose what to sort (b) work out the accuracy
  30. 30.🎯 Saanvi’s spam spotter is 60% accurate. If it is tested on 60 new messages, how many should it get right?
  31. 31.🎯 Ananya’s fruit sorter is 50% accurate. If it is tested on 60 new fruit photos, how many should it get right?
  32. 32.📋 Planning an AI project: which comes first — fix it and test again or work out the accuracy? (a) fix it and test again (b) work out the accuracy
  33. 33.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 37 right and Model B got 33 right. How many percentage points more accurate is Model A?
  34. 34.📋 Planning an AI project: which comes first — train the model or fix it and test again? (a) train the model (b) fix it and test again
  35. 35.🎯 Meera’s spam spotter is 70% accurate. If it is tested on 90 new messages, how many should it get right?
  36. 36.🎯 Nisha’s fruit sorter was tested on 5 new fruit photos and got 3 right. What is its accuracy in percent?
  37. 37.🎯 Ananya’s fruit sorter was tested on 5 new fruit photos and got 3 right. What is its accuracy in percent?
  38. 38.📦 Saanvi collected 170 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  39. 39.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 23 right and Model B got 22 right. How many percentage points more accurate is Model A?
  40. 40.📋 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

Answer key

  1. correct ÷ total × 100
  2. 32
  3. 152
  4. paper and examples
  5. to see if it learned
  6. 60
  7. 28
  8. 24
  9. 4
  10. 10
  11. 112
  12. 128
  13. 30
  14. 10
  15. more labelled examples
  16. 70
  17. 60
  18. 40
  19. collect fruit photos
  20. test on new photos
  21. 100
  22. 50
  23. 50
  24. 1
  25. 20
  26. test on new photos
  27. 16
  28. 7
  29. choose what to sort
  30. 36
  31. 30
  32. work out the accuracy
  33. 8
  34. train the model
  35. 63
  36. 60
  37. 60
  38. 136
  39. 4
  40. pick a question to solve

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