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AI for students lesson 23: Design a tiny AI project · Set 800 · 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 handwriting reader was tested on 23 new handwritten letters and got 19 right. How many did it get wrong?
  2. 2.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
  3. 3.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  4. 4.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 33 right and Model B got 31 right. How many percentage points more accurate is Model A?
  5. 5.❌ Meera’s handwriting reader was tested on 16 new handwritten letters and got 10 right. How many did it get wrong?
  6. 6.📦 Aarav collected 180 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  7. 7.📋 Planning an AI project: which comes first — test on new photos or let it learn patterns? (a) test on new photos (b) let it learn patterns
  8. 8.📋 Planning an AI project: which comes first — work out the accuracy or train the model? (a) work out the accuracy (b) train the model
  9. 9.⚖️ Two leaf identifier models were tested on the same 20 leaf photos. Model A got 20 right and Model B got 14 right. How many percentage points more accurate is Model A?
  10. 10.📋 Planning an AI project: which comes first — try unseen examples or improve data, retest? (a) try unseen examples (b) improve data, retest
  11. 11.📋 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
  12. 12.🎯 Saanvi’s leaf identifier was tested on 25 new leaf photos and got 16 right. What is its accuracy in percent?
  13. 13.📦 Saanvi collected 180 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  14. 14.📋 Planning an AI project: which comes first — recheck every label or try unseen examples? (a) recheck every label (b) try unseen examples
  15. 15.❌ Vihaan’s recycling sorter was tested on 44 new waste photos and got 42 right. How many did it get wrong?
  16. 16.📋 Planning an AI project: which comes first — work out the accuracy or choose what to sort? (a) work out the accuracy (b) choose what to sort
  17. 17.📦 Tara collected 120 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  18. 18.❌ Arjun’s spam spotter was tested on 46 new messages and got 40 right. How many did it get wrong?
  19. 19.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) fewer examples (c) a new colour screen (d) more labelled examples
  20. 20.📋 Planning an AI project: which comes first — pick a question to solve or try unseen examples? (a) pick a question to solve (b) try unseen examples
  21. 21.❌ Ishaan’s spam spotter was tested on 45 new messages and got 40 right. How many did it get wrong?
  22. 22.🧪 What is accuracy? (a) correct + total (b) total − correct (c) total × 2 (d) correct ÷ total × 100
  23. 23.📦 Tara collected 80 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  24. 24.❌ Diya’s spam spotter was tested on 38 new messages and got 36 right. How many did it get wrong?
  25. 25.📋 Planning an AI project: which comes first — try unseen examples or split train and test? (a) try unseen examples (b) split train and test
  26. 26.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to make it faster (c) to make it bigger (d) to see if it learned
  27. 27.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 18 right and Model B got 14 right. How many percentage points more accurate is Model A?
  28. 28.📦 Meera collected 130 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  29. 29.📋 Planning an AI project: which comes first — test on new photos or train the model? (a) test on new photos (b) train the model
  30. 30.📋 Planning an AI project: which comes first — fix it and test again or calculate percent right? (a) fix it and test again (b) calculate percent right
  31. 31.📋 Planning an AI project: which comes first — split train and test or recheck every label? (a) split train and test (b) recheck every label
  32. 32.📋 Planning an AI project: which comes first — tag each photo by type or collect fruit photos? (a) tag each photo by type (b) collect fruit photos
  33. 33.📋 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
  34. 34.🎯 Meera’s handwriting reader is 90% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
  35. 35.❌ Ananya’s leaf identifier was tested on 50 new leaf photos and got 49 right. How many did it get wrong?
  36. 36.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 25 right and Model B got 24 right. How many percentage points more accurate is Model A?
  37. 37.📋 Planning an AI project: which comes first — calculate percent right or try unseen examples? (a) calculate percent right (b) try unseen examples
  38. 38.📋 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
  39. 39.🎯 Arjun’s leaf identifier was tested on 4 new leaf photos and got 3 right. What is its accuracy in percent?
  40. 40.📋 Planning an AI project: which comes first — set aside test photos or work out the accuracy? (a) set aside test photos (b) work out the accuracy

Answer key

  1. 4
  2. train the model
  3. calculate percent right
  4. 4
  5. 6
  6. 144
  7. let it learn patterns
  8. train the model
  9. 30
  10. try unseen examples
  11. pick a question to solve
  12. 64
  13. 144
  14. recheck every label
  15. 2
  16. choose what to sort
  17. 96
  18. 6
  19. more labelled examples
  20. pick a question to solve
  21. 5
  22. correct ÷ total × 100
  23. 64
  24. 2
  25. split train and test
  26. to see if it learned
  27. 20
  28. 104
  29. train the model
  30. calculate percent right
  31. recheck every label
  32. collect fruit photos
  33. test on new photos
  34. 9
  35. 1
  36. 4
  37. try unseen examples
  38. pick a question to solve
  39. 75
  40. set aside test photos

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