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AI for students lesson 23: Design a tiny AI project · Set 648 · 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 recycling sorter models were tested on the same 10 waste photos. Model A got 9 right and Model B got 7 right. How many percentage points more accurate is Model A?
  2. 2.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) fewer examples (c) a louder speaker (d) more labelled examples
  3. 3.🧪 Why must you test a model on examples it has NOT seen? (a) to see if it learned (b) to make it bigger (c) to make it faster (d) to save paper
  4. 4.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 24 right and Model B got 16 right. How many percentage points more accurate is Model A?
  5. 5.🎯 Nisha’s fruit sorter was tested on 5 new fruit photos and got 3 right. What is its accuracy in percent?
  6. 6.🎯 Nisha’s fruit sorter was tested on 4 new fruit photos and got 4 right. What is its accuracy in percent?
  7. 7.📋 Planning an AI project: which comes first — calculate percent right or try unseen examples? (a) calculate percent right (b) try unseen examples
  8. 8.❌ Ananya’s handwriting reader was tested on 28 new handwritten letters and got 22 right. How many did it get wrong?
  9. 9.📦 Kabir collected 190 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  10. 10.🧪 What is accuracy? (a) correct + total (b) total − correct (c) correct ÷ total × 100 (d) total × 2
  11. 11.📦 Rohan collected 170 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  12. 12.🎯 Aarav’s recycling sorter is 90% accurate. If it is tested on 100 new waste photos, how many should it get right?
  13. 13.🎯 Vihaan’s fruit sorter is 50% accurate. If it is tested on 80 new fruit photos, how many should it get right?
  14. 14.🎯 Arjun’s leaf identifier was tested on 25 new leaf photos and got 13 right. What is its accuracy in percent?
  15. 15.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 20 right and Model B got 16 right. How many percentage points more accurate is Model A?
  16. 16.📦 Saanvi collected 50 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  17. 17.🎯 Rohan’s handwriting reader was tested on 10 new handwritten letters and got 10 right. What is its accuracy in percent?
  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.📦 Nisha collected 90 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  20. 20.📋 Planning an AI project: which comes first — correct bad labels or improve data, retest? (a) correct bad labels (b) improve data, retest
  21. 21.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 9 right and Model B got 6 right. How many percentage points more accurate is Model A?
  22. 22.🎯 Nisha’s bird-song app is 90% accurate. If it is tested on 100 new bird songs, how many should it get right?
  23. 23.📦 Saanvi collected 200 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  24. 24.📋 Planning an AI project: which comes first — correct bad labels or test on new photos? (a) correct bad labels (b) test on new photos
  25. 25.📋 Planning an AI project: which comes first — tag each photo by type or try unseen examples? (a) tag each photo by type (b) try unseen examples
  26. 26.🎯 Diya’s recycling sorter was tested on 4 new waste photos and got 2 right. What is its accuracy in percent?
  27. 27.🎯 Meera’s handwriting reader is 90% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
  28. 28.🎯 Kabir’s fruit sorter is 50% accurate. If it is tested on 100 new fruit photos, how many should it get right?
  29. 29.🎯 Nisha’s fruit sorter is 80% accurate. If it is tested on 30 new fruit photos, how many should it get right?
  30. 30.📦 Tara collected 120 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  31. 31.📦 Ishaan collected 140 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  32. 32.🎯 Saanvi’s bird-song app was tested on 50 new bird songs and got 30 right. What is its accuracy in percent?
  33. 33.📋 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
  34. 34.🎯 Vihaan’s leaf identifier was tested on 4 new leaf photos and got 4 right. What is its accuracy in percent?
  35. 35.📋 Planning an AI project: which comes first — test on new photos or work out the accuracy? (a) test on new photos (b) work out the accuracy
  36. 36.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 9 right and Model B got 8 right. How many percentage points more accurate is Model A?
  37. 37.📋 Planning an AI project: which comes first — recheck every label or let it learn patterns? (a) recheck every label (b) let it learn patterns
  38. 38.📦 Ishaan collected 170 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  39. 39.🎯 Vihaan’s spam spotter is 50% accurate. If it is tested on 40 new messages, how many should it get right?
  40. 40.📋 Planning an AI project: which comes first — try unseen examples or split train and test? (a) try unseen examples (b) split train and test

Answer key

  1. 20
  2. more labelled examples
  3. to see if it learned
  4. 32
  5. 60
  6. 100
  7. try unseen examples
  8. 6
  9. 152
  10. correct ÷ total × 100
  11. 136
  12. 90
  13. 40
  14. 52
  15. 16
  16. 40
  17. 100
  18. set aside test photos
  19. 72
  20. correct bad labels
  21. 30
  22. 90
  23. 160
  24. correct bad labels
  25. tag each photo by type
  26. 50
  27. 18
  28. 50
  29. 24
  30. 96
  31. 112
  32. 60
  33. choose what to sort
  34. 100
  35. test on new photos
  36. 10
  37. recheck every label
  38. 136
  39. 20
  40. split train and test

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