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AI for students lesson 23: Design a tiny AI project · Set 393 · 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 recycling sorter is 90% accurate. If it is tested on 20 new waste photos, how many should it get right?
  2. 2.📦 Arjun collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  3. 3.📦 Ishaan collected 170 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  4. 4.📋 Planning an AI project: which comes first — split train and test or train the model? (a) split train and test (b) train the model
  5. 5.🎯 Kabir’s fruit sorter was tested on 4 new fruit photos and got 3 right. What is its accuracy in percent?
  6. 6.📋 Planning an AI project: which comes first — try unseen examples or choose what to sort? (a) try unseen examples (b) choose what to sort
  7. 7.🎯 Tara’s handwriting reader was tested on 4 new handwritten letters and got 4 right. What is its accuracy in percent?
  8. 8.📋 Planning an AI project: which comes first — recheck every label or label each example? (a) recheck every label (b) label each example
  9. 9.📋 Planning an AI project: which comes first — set aside test photos or gather many examples? (a) set aside test photos (b) gather many examples
  10. 10.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to save paper (c) to make it faster (d) to see if it learned
  11. 11.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 42 right and Model B got 37 right. How many percentage points more accurate is Model A?
  12. 12.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) fewer examples (c) more labelled examples (d) a new colour screen
  13. 13.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 47 right and Model B got 42 right. How many percentage points more accurate is Model A?
  14. 14.⚖️ Two spam spotter models were tested on the same 50 messages. Model A got 48 right and Model B got 31 right. How many percentage points more accurate is Model A?
  15. 15.📋 Planning an AI project: which comes first — test on new photos or tag each photo by type? (a) test on new photos (b) tag each photo by type
  16. 16.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
  17. 17.📋 Planning an AI project: which comes first — label each example or split train and test? (a) label each example (b) split train and test
  18. 18.🎯 Nisha’s handwriting reader is 90% accurate. If it is tested on 30 new handwritten letters, how many should it get right?
  19. 19.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 24 right and Model B got 19 right. How many percentage points more accurate is Model A?
  20. 20.📦 Arjun collected 140 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  21. 21.❌ Arjun’s fruit sorter was tested on 21 new fruit photos and got 18 right. How many did it get wrong?
  22. 22.⚖️ Two spam spotter models were tested on the same 25 messages. Model A got 25 right and Model B got 24 right. How many percentage points more accurate is Model A?
  23. 23.📦 Aarav collected 170 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  24. 24.📦 Ishaan collected 40 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  25. 25.📋 Planning an AI project: which comes first — tag each photo by type or test on new photos? (a) tag each photo by type (b) test on new photos
  26. 26.📋 Planning an AI project: which comes first — correct bad labels or pick a question to solve? (a) correct bad labels (b) pick a question to solve
  27. 27.📋 Planning an AI project: which comes first — improve data, retest or train the model? (a) improve data, retest (b) train the model
  28. 28.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 18 right and Model B got 14 right. How many percentage points more accurate is Model A?
  29. 29.📋 Planning an AI project: which comes first — gather many examples or label each example? (a) gather many examples (b) label each example
  30. 30.🎯 Saanvi’s handwriting reader was tested on 20 new handwritten letters and got 11 right. What is its accuracy in percent?
  31. 31.📋 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
  32. 32.📋 Planning an AI project: which comes first — gather many examples or let it learn patterns? (a) gather many examples (b) let it learn patterns
  33. 33.📋 Planning an AI project: which comes first — work out the accuracy or train the model? (a) work out the accuracy (b) train the model
  34. 34.📋 Planning an AI project: which comes first — pick a question to solve or calculate percent right? (a) pick a question to solve (b) calculate percent right
  35. 35.❌ Arjun’s leaf identifier was tested on 29 new leaf photos and got 24 right. How many did it get wrong?
  36. 36.📦 Tara collected 120 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  37. 37.📋 Planning an AI project: which comes first — label each example or set aside test photos? (a) label each example (b) set aside test photos
  38. 38.🧪 You can plan a simple AI project with… (a) only a big robot (b) nothing at all (c) paper and examples (d) a secret password
  39. 39.🎯 Ananya’s spam spotter was tested on 4 new messages and got 2 right. What is its accuracy in percent?
  40. 40.🎯 Saanvi’s bird-song app was tested on 4 new bird songs and got 3 right. What is its accuracy in percent?

Answer key

  1. 18
  2. 104
  3. 136
  4. split train and test
  5. 75
  6. choose what to sort
  7. 100
  8. label each example
  9. gather many examples
  10. to see if it learned
  11. 10
  12. more labelled examples
  13. 10
  14. 34
  15. tag each photo by type
  16. train the model
  17. label each example
  18. 27
  19. 20
  20. 112
  21. 3
  22. 4
  23. 136
  24. 32
  25. tag each photo by type
  26. pick a question to solve
  27. train the model
  28. 20
  29. gather many examples
  30. 55
  31. pick a question to solve
  32. gather many examples
  33. train the model
  34. pick a question to solve
  35. 5
  36. 96
  37. label each example
  38. paper and examples
  39. 50
  40. 75

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