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AI for students lesson 23: Design a tiny AI project · Set 766 · 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.🎯 Diya’s handwriting reader was tested on 10 new handwritten letters and got 7 right. What is its accuracy in percent?
  2. 2.🎯 Ishaan’s recycling sorter was tested on 25 new waste photos and got 20 right. What is its accuracy in percent?
  3. 3.🧪 What is accuracy? (a) total × 2 (b) correct ÷ total × 100 (c) total − correct (d) correct + total
  4. 4.🎯 Ananya’s recycling sorter is 80% accurate. If it is tested on 90 new waste photos, how many should it get right?
  5. 5.📋 Planning an AI project: which comes first — collect fruit photos or choose what to sort? (a) collect fruit photos (b) choose what to sort
  6. 6.🧪 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
  7. 7.🎯 Ishaan’s handwriting reader was tested on 50 new handwritten letters and got 27 right. What is its accuracy in percent?
  8. 8.📦 Saanvi collected 60 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 make it bigger (c) to see if it learned (d) to make it faster
  10. 10.📋 Planning an AI project: which comes first — split train and test or pick a question to solve? (a) split train and test (b) pick a question to solve
  11. 11.🎯 Rohan’s leaf identifier was tested on 10 new leaf photos and got 5 right. What is its accuracy in percent?
  12. 12.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) a new colour screen (c) a louder speaker (d) fewer examples
  13. 13.❌ Meera’s bird-song app was tested on 18 new bird songs and got 15 right. How many did it get wrong?
  14. 14.❌ Nisha’s spam spotter was tested on 16 new messages and got 14 right. How many did it get wrong?
  15. 15.🎯 Vihaan’s leaf identifier was tested on 5 new leaf photos and got 4 right. What is its accuracy in percent?
  16. 16.🎯 Aarav’s handwriting reader is 80% accurate. If it is tested on 40 new handwritten letters, how many should it get right?
  17. 17.📋 Planning an AI project: which comes first — calculate percent right or pick a question to solve? (a) calculate percent right (b) pick a question to solve
  18. 18.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 17 right and Model B got 14 right. How many percentage points more accurate is Model A?
  19. 19.🎯 Aarav’s bird-song app is 90% accurate. If it is tested on 60 new bird songs, how many should it get right?
  20. 20.🎯 Meera’s spam spotter is 50% accurate. If it is tested on 50 new messages, how many should it get right?
  21. 21.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 49 right and Model B got 44 right. How many percentage points more accurate is Model A?
  22. 22.❌ Saanvi’s bird-song app was tested on 17 new bird songs and got 12 right. How many did it get wrong?
  23. 23.❌ Rohan’s handwriting reader was tested on 36 new handwritten letters and got 29 right. How many did it get wrong?
  24. 24.🎯 Nisha’s spam spotter was tested on 50 new messages and got 43 right. What is its accuracy in percent?
  25. 25.📋 Planning an AI project: which comes first — work out the accuracy or tag each photo by type? (a) work out the accuracy (b) tag each photo by type
  26. 26.🎯 Ananya’s leaf identifier is 50% accurate. If it is tested on 60 new leaf photos, how many should it get right?
  27. 27.📋 Planning an AI project: which comes first — correct bad labels or tag each photo by type? (a) correct bad labels (b) tag each photo by type
  28. 28.🎯 Aarav’s fruit sorter is 90% accurate. If it is tested on 70 new fruit photos, how many should it get right?
  29. 29.📋 Planning an AI project: which comes first — train the model or try unseen examples? (a) train the model (b) try unseen examples
  30. 30.📋 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
  31. 31.📋 Planning an AI project: which comes first — split train and test or try unseen examples? (a) split train and test (b) try unseen examples
  32. 32.📋 Planning an AI project: which comes first — recheck every label or pick a question to solve? (a) recheck every label (b) pick a question to solve
  33. 33.⚖️ 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?
  34. 34.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 9 right and Model B got 8 right. How many percentage points more accurate is Model A?
  35. 35.❌ Ananya’s bird-song app was tested on 24 new bird songs and got 16 right. How many did it get wrong?
  36. 36.⚖️ Two leaf identifier models were tested on the same 20 leaf photos. Model A got 16 right and Model B got 13 right. How many percentage points more accurate is Model A?
  37. 37.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  38. 38.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 50 right and Model B got 41 right. How many percentage points more accurate is Model A?
  39. 39.📋 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
  40. 40.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 10 right and Model B got 6 right. How many percentage points more accurate is Model A?

Answer key

  1. 70
  2. 80
  3. correct ÷ total × 100
  4. 72
  5. choose what to sort
  6. paper and examples
  7. 54
  8. 48
  9. to see if it learned
  10. pick a question to solve
  11. 50
  12. more labelled examples
  13. 3
  14. 2
  15. 80
  16. 32
  17. pick a question to solve
  18. 12
  19. 54
  20. 25
  21. 10
  22. 5
  23. 7
  24. 86
  25. tag each photo by type
  26. 30
  27. tag each photo by type
  28. 63
  29. train the model
  30. calculate percent right
  31. split train and test
  32. pick a question to solve
  33. 10
  34. 10
  35. 8
  36. 15
  37. work out the accuracy
  38. 18
  39. test on new photos
  40. 40

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