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AI for students lesson 23: Design a tiny AI project · Set 249 · 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 — test on new photos or choose what to sort? (a) test on new photos (b) choose what to sort
  2. 2.❌ Rohan’s leaf identifier was tested on 26 new leaf photos and got 17 right. How many did it get wrong?
  3. 3.📋 Planning an AI project: which comes first — pick a question to solve or gather many examples? (a) pick a question to solve (b) gather many examples
  4. 4.🎯 Meera’s bird-song app was tested on 25 new bird songs and got 24 right. What is its accuracy in percent?
  5. 5.❌ Meera’s bird-song app was tested on 49 new bird songs and got 47 right. How many did it get wrong?
  6. 6.📋 Planning an AI project: which comes first — let it learn patterns or calculate percent right? (a) let it learn patterns (b) calculate percent right
  7. 7.🎯 Rohan’s bird-song app was tested on 25 new bird songs and got 19 right. What is its accuracy in percent?
  8. 8.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to save paper (c) to see if it learned (d) to make it faster
  9. 9.🧪 What is accuracy? (a) total × 2 (b) correct + total (c) correct ÷ total × 100 (d) total − correct
  10. 10.📋 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
  11. 11.🎯 Ishaan’s recycling sorter was tested on 50 new waste photos and got 48 right. What is its accuracy in percent?
  12. 12.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  13. 13.📋 Planning an AI project: which comes first — let it learn patterns or work out the accuracy? (a) let it learn patterns (b) work out the accuracy
  14. 14.📦 Ishaan collected 150 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  15. 15.📋 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
  16. 16.🎯 Aarav’s bird-song app was tested on 10 new bird songs and got 5 right. What is its accuracy in percent?
  17. 17.📦 Vihaan collected 200 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  18. 18.📋 Planning an AI project: which comes first — try unseen examples or set aside test photos? (a) try unseen examples (b) set aside test photos
  19. 19.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) a louder speaker (c) fewer examples (d) more labelled examples
  20. 20.❌ Diya’s leaf identifier was tested on 44 new leaf photos and got 35 right. How many did it get wrong?
  21. 21.📋 Planning an AI project: which comes first — gather many examples or correct bad labels? (a) gather many examples (b) correct bad labels
  22. 22.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 19 right and Model B got 18 right. How many percentage points more accurate is Model A?
  23. 23.🎯 Vihaan’s leaf identifier is 70% accurate. If it is tested on 50 new leaf photos, how many should it get right?
  24. 24.🎯 Ananya’s bird-song app is 90% accurate. If it is tested on 50 new bird songs, how many should it get right?
  25. 25.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 22 right and Model B got 20 right. How many percentage points more accurate is Model A?
  26. 26.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 19 right and Model B got 16 right. How many percentage points more accurate is Model A?
  27. 27.📋 Planning an AI project: which comes first — pick a question to solve or train the model? (a) pick a question to solve (b) train the model
  28. 28.🎯 Arjun’s leaf identifier was tested on 5 new leaf photos and got 3 right. What is its accuracy in percent?
  29. 29.🎯 Tara’s fruit sorter was tested on 4 new fruit photos and got 4 right. What is its accuracy in percent?
  30. 30.🎯 Rohan’s leaf identifier is 60% accurate. If it is tested on 90 new leaf photos, how many should it get right?
  31. 31.🎯 Meera’s leaf identifier is 70% accurate. If it is tested on 30 new leaf photos, how many should it get right?
  32. 32.📦 Aarav collected 60 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  33. 33.📋 Planning an AI project: which comes first — recheck every label or collect fruit photos? (a) recheck every label (b) collect fruit photos
  34. 34.🎯 Tara’s bird-song app is 60% accurate. If it is tested on 20 new bird songs, how many should it get right?
  35. 35.🧪 You can plan a simple AI project with… (a) paper and examples (b) a secret password (c) only a big robot (d) nothing at all
  36. 36.📋 Planning an AI project: which comes first — label each example or gather many examples? (a) label each example (b) gather many examples
  37. 37.🎯 Diya’s bird-song app was tested on 50 new bird songs and got 29 right. What is its accuracy in percent?
  38. 38.🎯 Ishaan’s bird-song app was tested on 25 new bird songs and got 15 right. What is its accuracy in percent?
  39. 39.📋 Planning an AI project: which comes first — collect fruit photos or choose what to sort? (a) collect fruit photos (b) choose what to sort
  40. 40.📦 Kabir collected 200 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?

Answer key

  1. choose what to sort
  2. 9
  3. pick a question to solve
  4. 96
  5. 2
  6. let it learn patterns
  7. 76
  8. to see if it learned
  9. correct ÷ total × 100
  10. work out the accuracy
  11. 96
  12. calculate percent right
  13. let it learn patterns
  14. 120
  15. test on new photos
  16. 50
  17. 160
  18. set aside test photos
  19. more labelled examples
  20. 9
  21. gather many examples
  22. 5
  23. 35
  24. 45
  25. 8
  26. 15
  27. pick a question to solve
  28. 60
  29. 100
  30. 54
  31. 21
  32. 48
  33. collect fruit photos
  34. 12
  35. paper and examples
  36. gather many examples
  37. 58
  38. 60
  39. choose what to sort
  40. 160

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