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AI for students lesson 23: Design a tiny AI project · Set 530 · 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.📋 Planning an AI project: which comes first — pick a question to solve or collect fruit photos? (a) pick a question to solve (b) collect fruit photos
  2. 2.🧪 You can plan a simple AI project with… (a) nothing at all (b) only a big robot (c) a secret password (d) paper and examples
  3. 3.🎯 Vihaan’s leaf identifier is 60% accurate. If it is tested on 30 new leaf photos, how many should it get right?
  4. 4.🎯 Kabir’s spam spotter is 60% accurate. If it is tested on 50 new messages, how many should it get right?
  5. 5.🎯 Ishaan’s recycling sorter was tested on 10 new waste photos and got 8 right. What is its accuracy in percent?
  6. 6.📋 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
  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.🎯 Ananya’s spam spotter was tested on 5 new messages and got 4 right. What is its accuracy in percent?
  9. 9.🧪 What is accuracy? (a) total × 2 (b) correct + total (c) correct ÷ total × 100 (d) total − correct
  10. 10.📋 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
  11. 11.📦 Diya collected 160 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  12. 12.❌ Saanvi’s leaf identifier was tested on 43 new leaf photos and got 35 right. How many did it get wrong?
  13. 13.❌ Aarav’s recycling sorter was tested on 32 new waste photos and got 24 right. How many did it get wrong?
  14. 14.❌ Aarav’s bird-song app was tested on 24 new bird songs and got 17 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.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 23 right and Model B got 20 right. How many percentage points more accurate is Model A?
  17. 17.📋 Planning an AI project: which comes first — work out the accuracy or recheck every label? (a) work out the accuracy (b) recheck every label
  18. 18.📦 Arjun collected 40 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  19. 19.🎯 Aarav’s handwriting reader is 50% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
  20. 20.🎯 Ananya’s leaf identifier was tested on 20 new leaf photos and got 17 right. What is its accuracy in percent?
  21. 21.📋 Planning an AI project: which comes first — let it learn patterns or split train and test? (a) let it learn patterns (b) split train and test
  22. 22.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a louder speaker (c) a new colour screen (d) more labelled examples
  23. 23.📋 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
  24. 24.📋 Planning an AI project: which comes first — collect fruit photos or tag each photo by type? (a) collect fruit photos (b) tag each photo by type
  25. 25.🎯 Nisha’s recycling sorter was tested on 50 new waste photos and got 30 right. What is its accuracy in percent?
  26. 26.🎯 Kabir’s recycling sorter is 60% accurate. If it is tested on 10 new waste photos, how many should it get right?
  27. 27.📋 Planning an AI project: which comes first — collect fruit photos or set aside test photos? (a) collect fruit photos (b) set aside test photos
  28. 28.📋 Planning an AI project: which comes first — collect fruit photos or label each example? (a) collect fruit photos (b) label each example
  29. 29.📋 Planning an AI project: which comes first — calculate percent right or collect fruit photos? (a) calculate percent right (b) collect fruit photos
  30. 30.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 22 right and Model B got 19 right. How many percentage points more accurate is Model A?
  31. 31.📋 Planning an AI project: which comes first — label each example or test on new photos? (a) label each example (b) test on new photos
  32. 32.📋 Planning an AI project: which comes first — train the model or tag each photo by type? (a) train the model (b) tag each photo by type
  33. 33.📋 Planning an AI project: which comes first — pick a question to solve or label each example? (a) pick a question to solve (b) label each example
  34. 34.🎯 Arjun’s bird-song app was tested on 5 new bird songs and got 5 right. What is its accuracy in percent?
  35. 35.📋 Planning an AI project: which comes first — let it learn patterns or try unseen examples? (a) let it learn patterns (b) try unseen examples
  36. 36.🎯 Kabir’s spam spotter is 90% accurate. If it is tested on 70 new messages, how many should it get right?
  37. 37.📋 Planning an AI project: which comes first — try unseen examples or improve data, retest? (a) try unseen examples (b) improve data, retest
  38. 38.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  39. 39.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 13 right and Model B got 11 right. How many percentage points more accurate is Model A?
  40. 40.📋 Planning an AI project: which comes first — gather many examples or split train and test? (a) gather many examples (b) split train and test

Answer key

  1. pick a question to solve
  2. paper and examples
  3. 18
  4. 30
  5. 80
  6. train the model
  7. to see if it learned
  8. 80
  9. correct ÷ total × 100
  10. calculate percent right
  11. 128
  12. 8
  13. 8
  14. 7
  15. test on new photos
  16. 12
  17. recheck every label
  18. 32
  19. 10
  20. 85
  21. split train and test
  22. more labelled examples
  23. tag each photo by type
  24. collect fruit photos
  25. 60
  26. 6
  27. collect fruit photos
  28. collect fruit photos
  29. collect fruit photos
  30. 12
  31. label each example
  32. tag each photo by type
  33. pick a question to solve
  34. 100
  35. let it learn patterns
  36. 63
  37. try unseen examples
  38. test on new photos
  39. 10
  40. gather many examples

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