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AI for students lesson 23: Design a tiny AI project · Set 43 · 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.🎯 Arjun’s fruit sorter was tested on 5 new fruit photos and got 3 right. What is its accuracy in percent?
  2. 2.📋 Planning an AI project: which comes first — fix it and test again or test on new photos? (a) fix it and test again (b) test on new photos
  3. 3.🧪 What is accuracy? (a) total − correct (b) total × 2 (c) correct + total (d) correct ÷ total × 100
  4. 4.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to save paper (c) to make it bigger (d) to see if it learned
  5. 5.📋 Planning an AI project: which comes first — split train and test or try unseen examples? (a) split train and test (b) try unseen examples
  6. 6.🎯 Ananya’s handwriting reader was tested on 50 new handwritten letters and got 38 right. What is its accuracy in percent?
  7. 7.📋 Planning an AI project: which comes first — improve data, retest or set aside test photos? (a) improve data, retest (b) set aside test photos
  8. 8.🧪 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
  9. 9.📦 Meera collected 100 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  10. 10.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 17 right and Model B got 16 right. How many percentage points more accurate is Model A?
  11. 11.❌ Kabir’s leaf identifier was tested on 13 new leaf photos and got 11 right. How many did it get wrong?
  12. 12.🎯 Kabir’s handwriting reader was tested on 5 new handwritten letters and got 4 right. What is its accuracy in percent?
  13. 13.🎯 Aarav’s handwriting reader is 50% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
  14. 14.❌ Meera’s handwriting reader was tested on 16 new handwritten letters and got 12 right. How many did it get wrong?
  15. 15.📋 Planning an AI project: which comes first — improve data, retest or test on new photos? (a) improve data, retest (b) test on new photos
  16. 16.📋 Planning an AI project: which comes first — split train and test or test on new photos? (a) split train and test (b) test on new photos
  17. 17.📋 Planning an AI project: which comes first — train the model or try unseen examples? (a) train the model (b) try unseen examples
  18. 18.🎯 Meera’s leaf identifier was tested on 20 new leaf photos and got 12 right. What is its accuracy in percent?
  19. 19.🎯 Rohan’s leaf identifier was tested on 10 new leaf photos and got 6 right. What is its accuracy in percent?
  20. 20.⚖️ 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?
  21. 21.🎯 Saanvi’s recycling sorter was tested on 5 new waste photos and got 5 right. What is its accuracy in percent?
  22. 22.📋 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
  23. 23.📋 Planning an AI project: which comes first — let it learn patterns or try unseen examples? (a) let it learn patterns (b) try unseen examples
  24. 24.📦 Aarav collected 90 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  25. 25.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  26. 26.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 20 right and Model B got 12 right. How many percentage points more accurate is Model A?
  27. 27.📋 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
  28. 28.❌ Meera’s handwriting reader was tested on 44 new handwritten letters and got 41 right. How many did it get wrong?
  29. 29.🎯 Rohan’s handwriting reader is 50% accurate. If it is tested on 50 new handwritten letters, how many should it get right?
  30. 30.🎯 Tara’s fruit sorter is 90% accurate. If it is tested on 10 new fruit photos, how many should it get right?
  31. 31.🎯 Kabir’s handwriting reader is 50% accurate. If it is tested on 100 new handwritten letters, how many should it get right?
  32. 32.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 15 right and Model B got 13 right. How many percentage points more accurate is Model A?
  33. 33.📦 Diya collected 80 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  34. 34.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 23 right and Model B got 18 right. How many percentage points more accurate is Model A?
  35. 35.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 19 right and Model B got 13 right. How many percentage points more accurate is Model A?
  36. 36.🎯 Nisha’s handwriting reader was tested on 20 new handwritten letters and got 16 right. What is its accuracy in percent?
  37. 37.📋 Planning an AI project: which comes first — split train and test or recheck every label? (a) split train and test (b) recheck every label
  38. 38.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  39. 39.📋 Planning an AI project: which comes first — set aside test photos or try unseen examples? (a) set aside test photos (b) try unseen examples
  40. 40.❌ Arjun’s recycling sorter was tested on 18 new waste photos and got 12 right. How many did it get wrong?

Answer key

  1. 60
  2. test on new photos
  3. correct ÷ total × 100
  4. to see if it learned
  5. split train and test
  6. 76
  7. set aside test photos
  8. more labelled examples
  9. 80
  10. 4
  11. 2
  12. 80
  13. 5
  14. 4
  15. test on new photos
  16. split train and test
  17. train the model
  18. 60
  19. 60
  20. 4
  21. 100
  22. test on new photos
  23. let it learn patterns
  24. 72
  25. calculate percent right
  26. 40
  27. pick a question to solve
  28. 3
  29. 25
  30. 9
  31. 50
  32. 8
  33. 64
  34. 20
  35. 30
  36. 80
  37. recheck every label
  38. 10
  39. set aside test photos
  40. 6

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