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AI for students lesson 23: Design a tiny AI project · Set 471 · 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 tag each photo by type? (a) pick a question to solve (b) tag each photo by type
  2. 2.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 29 right and Model B got 28 right. How many percentage points more accurate is Model A?
  3. 3.🧪 What is accuracy? (a) total − correct (b) correct ÷ total × 100 (c) total × 2 (d) correct + total
  4. 4.📋 Planning an AI project: which comes first — set aside test photos or improve data, retest? (a) set aside test photos (b) improve data, retest
  5. 5.📋 Planning an AI project: which comes first — label each example or train the model? (a) label each example (b) train the model
  6. 6.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) a new colour screen (c) fewer examples (d) more labelled examples
  7. 7.📋 Planning an AI project: which comes first — correct bad labels or train the model? (a) correct bad labels (b) train the model
  8. 8.📋 Planning an AI project: which comes first — split train and test or label each example? (a) split train and test (b) label each example
  9. 9.📦 Rohan collected 100 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  10. 10.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  11. 11.🎯 Ananya’s recycling sorter is 70% accurate. If it is tested on 50 new waste photos, how many should it get right?
  12. 12.📋 Planning an AI project: which comes first — let it learn patterns or tag each photo by type? (a) let it learn patterns (b) tag each photo by type
  13. 13.🎯 Nisha’s leaf identifier is 50% accurate. If it is tested on 20 new leaf photos, how many should it get right?
  14. 14.📋 Planning an AI project: which comes first — train the model or calculate percent right? (a) train the model (b) calculate percent right
  15. 15.📋 Planning an AI project: which comes first — gather many examples or pick a question to solve? (a) gather many examples (b) pick a question to solve
  16. 16.📋 Planning an AI project: which comes first — try unseen examples or train the model? (a) try unseen examples (b) train the model
  17. 17.❌ Meera’s fruit sorter was tested on 28 new fruit photos and got 21 right. How many did it get wrong?
  18. 18.📋 Planning an AI project: which comes first — tag each photo by type or improve data, retest? (a) tag each photo by type (b) improve data, retest
  19. 19.📋 Planning an AI project: which comes first — try unseen examples or set aside test photos? (a) try unseen examples (b) set aside test photos
  20. 20.📦 Rohan collected 100 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  21. 21.📦 Vihaan collected 180 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  22. 22.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 50 right and Model B got 46 right. How many percentage points more accurate is Model A?
  23. 23.📋 Planning an AI project: which comes first — fix it and test again or split train and test? (a) fix it and test again (b) split train and test
  24. 24.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
  25. 25.🎯 Tara’s handwriting reader is 90% accurate. If it is tested on 30 new handwritten letters, how many should it get right?
  26. 26.🎯 Arjun’s fruit sorter was tested on 20 new fruit photos and got 11 right. What is its accuracy in percent?
  27. 27.📦 Diya collected 50 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  28. 28.📋 Planning an AI project: which comes first — fix it and test again or work out the accuracy? (a) fix it and test again (b) work out the accuracy
  29. 29.📦 Tara collected 40 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  30. 30.📋 Planning an AI project: which comes first — let it learn patterns or pick a question to solve? (a) let it learn patterns (b) pick a question to solve
  31. 31.🧪 You can plan a simple AI project with… (a) a secret password (b) paper and examples (c) nothing at all (d) only a big robot
  32. 32.📋 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
  33. 33.❌ Tara’s bird-song app was tested on 25 new bird songs and got 18 right. How many did it get wrong?
  34. 34.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 20 right and Model B got 17 right. How many percentage points more accurate is Model A?
  35. 35.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 10 right and Model B got 8 right. How many percentage points more accurate is Model A?
  36. 36.🎯 Ananya’s bird-song app was tested on 4 new bird songs and got 4 right. What is its accuracy in percent?
  37. 37.📋 Planning an AI project: which comes first — label each example or gather many examples? (a) label each example (b) gather many examples
  38. 38.🎯 Kabir’s fruit sorter is 70% accurate. If it is tested on 60 new fruit photos, how many should it get right?
  39. 39.🎯 Ishaan’s recycling sorter was tested on 5 new waste photos and got 5 right. What is its accuracy in percent?
  40. 40.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 42 right and Model B got 33 right. How many percentage points more accurate is Model A?

Answer key

  1. pick a question to solve
  2. 2
  3. correct ÷ total × 100
  4. set aside test photos
  5. label each example
  6. more labelled examples
  7. correct bad labels
  8. label each example
  9. 80
  10. work out the accuracy
  11. 35
  12. tag each photo by type
  13. 10
  14. train the model
  15. pick a question to solve
  16. train the model
  17. 7
  18. tag each photo by type
  19. set aside test photos
  20. 80
  21. 144
  22. 8
  23. split train and test
  24. train the model
  25. 27
  26. 55
  27. 40
  28. work out the accuracy
  29. 32
  30. pick a question to solve
  31. paper and examples
  32. tag each photo by type
  33. 7
  34. 15
  35. 20
  36. 100
  37. gather many examples
  38. 42
  39. 100
  40. 18

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