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AI for students lesson 23: Design a tiny AI project · Set 618 · 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.🎯 Meera’s handwriting reader was tested on 50 new handwritten letters and got 43 right. What is its accuracy in percent?
  2. 2.📋 Planning an AI project: which comes first — try unseen examples or improve data, retest? (a) try unseen examples (b) improve data, retest
  3. 3.📋 Planning an AI project: which comes first — fix it and test again or train the model? (a) fix it and test again (b) train the model
  4. 4.🧪 You can plan a simple AI project with… (a) only a big robot (b) a secret password (c) paper and examples (d) nothing at all
  5. 5.🎯 Ananya’s handwriting reader was tested on 4 new handwritten letters and got 3 right. What is its accuracy in percent?
  6. 6.📋 Planning an AI project: which comes first — try unseen examples or fix it and test again? (a) try unseen examples (b) fix it and test again
  7. 7.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to make it bigger (c) to see if it learned (d) to save paper
  8. 8.📦 Saanvi collected 200 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  9. 9.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 20 right and Model B got 10 right. How many percentage points more accurate is Model A?
  10. 10.❌ Diya’s handwriting reader was tested on 17 new handwritten letters and got 12 right. How many did it get wrong?
  11. 11.🎯 Arjun’s fruit sorter is 80% accurate. If it is tested on 20 new fruit photos, how many should it get right?
  12. 12.🧪 What is accuracy? (a) total − correct (b) correct + total (c) total × 2 (d) correct ÷ total × 100
  13. 13.📦 Saanvi collected 140 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  14. 14.📋 Planning an AI project: which comes first — set aside test photos or recheck every label? (a) set aside test photos (b) recheck every label
  15. 15.📋 Planning an AI project: which comes first — collect fruit photos or work out the accuracy? (a) collect fruit photos (b) work out the accuracy
  16. 16.📋 Planning an AI project: which comes first — work out the accuracy or recheck every label? (a) work out the accuracy (b) recheck every label
  17. 17.🎯 Kabir’s bird-song app is 90% accurate. If it is tested on 30 new bird songs, how many should it get right?
  18. 18.🧪 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
  19. 19.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 9 right and Model B got 6 right. How many percentage points more accurate is Model A?
  20. 20.📋 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
  21. 21.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 8 right and Model B got 6 right. How many percentage points more accurate is Model A?
  22. 22.📦 Aarav collected 160 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  23. 23.🎯 Saanvi’s handwriting reader was tested on 10 new handwritten letters and got 6 right. What is its accuracy in percent?
  24. 24.🎯 Arjun’s spam spotter is 90% accurate. If it is tested on 10 new messages, how many should it get right?
  25. 25.📋 Planning an AI project: which comes first — test on new photos or fix it and test again? (a) test on new photos (b) fix it and test again
  26. 26.❌ Aarav’s fruit sorter was tested on 35 new fruit photos and got 33 right. How many did it get wrong?
  27. 27.📦 Tara collected 140 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  28. 28.❌ Kabir’s spam spotter was tested on 35 new messages and got 27 right. How many did it get wrong?
  29. 29.❌ Diya’s spam spotter was tested on 38 new messages and got 35 right. How many did it get wrong?
  30. 30.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 18 right and Model B got 11 right. How many percentage points more accurate is Model A?
  31. 31.🎯 Aarav’s fruit sorter is 60% accurate. If it is tested on 50 new fruit photos, how many should it get right?
  32. 32.📦 Arjun collected 60 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  33. 33.📦 Aarav collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  34. 34.📋 Planning an AI project: which comes first — train the model or pick a question to solve? (a) train the model (b) pick a question to solve
  35. 35.📋 Planning an AI project: which comes first — recheck every label or train the model? (a) recheck every label (b) train the model
  36. 36.🎯 Ishaan’s leaf identifier was tested on 5 new leaf photos and got 4 right. What is its accuracy in percent?
  37. 37.📋 Planning an AI project: which comes first — tag each photo by type or correct bad labels? (a) tag each photo by type (b) correct bad labels
  38. 38.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  39. 39.🎯 Vihaan’s fruit sorter is 80% accurate. If it is tested on 50 new fruit photos, how many should it get right?
  40. 40.📋 Planning an AI project: which comes first — split train and test or improve data, retest? (a) split train and test (b) improve data, retest

Answer key

  1. 86
  2. try unseen examples
  3. train the model
  4. paper and examples
  5. 75
  6. try unseen examples
  7. to see if it learned
  8. 160
  9. 50
  10. 5
  11. 16
  12. correct ÷ total × 100
  13. 112
  14. recheck every label
  15. collect fruit photos
  16. recheck every label
  17. 27
  18. more labelled examples
  19. 30
  20. pick a question to solve
  21. 20
  22. 128
  23. 60
  24. 9
  25. test on new photos
  26. 2
  27. 112
  28. 8
  29. 3
  30. 35
  31. 30
  32. 48
  33. 104
  34. pick a question to solve
  35. recheck every label
  36. 80
  37. tag each photo by type
  38. test on new photos
  39. 40
  40. split train and test

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