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AI for students lesson 23: Design a tiny AI project · Set 780 · 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.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 9 right and Model B got 7 right. How many percentage points more accurate is Model A?
  2. 2.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) correct ÷ total × 100 (d) total − correct
  3. 3.⚖️ Two leaf identifier models were tested on the same 20 leaf photos. Model A got 19 right and Model B got 13 right. How many percentage points more accurate is Model A?
  4. 4.📋 Planning an AI project: which comes first — set aside test photos or try unseen examples? (a) set aside test photos (b) try unseen examples
  5. 5.🎯 Ishaan’s handwriting reader was tested on 10 new handwritten letters and got 5 right. What is its accuracy in percent?
  6. 6.🧪 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
  7. 7.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  8. 8.📋 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
  9. 9.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) fewer examples (c) a new colour screen (d) a louder speaker
  10. 10.🧪 You can plan a simple AI project with… (a) a secret password (b) only a big robot (c) paper and examples (d) nothing at all
  11. 11.🎯 Diya’s fruit sorter was tested on 10 new fruit photos and got 8 right. What is its accuracy in percent?
  12. 12.🎯 Kabir’s spam spotter is 90% accurate. If it is tested on 30 new messages, how many should it get right?
  13. 13.📦 Nisha collected 130 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  14. 14.🎯 Aarav’s leaf identifier was tested on 5 new leaf photos and got 3 right. What is its accuracy in percent?
  15. 15.🎯 Arjun’s handwriting reader is 60% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
  16. 16.📋 Planning an AI project: which comes first — try unseen examples or work out the accuracy? (a) try unseen examples (b) work out the accuracy
  17. 17.🎯 Ananya’s fruit sorter is 60% accurate. If it is tested on 80 new fruit photos, how many should it get right?
  18. 18.🎯 Tara’s recycling sorter was tested on 5 new waste photos and got 3 right. What is its accuracy in percent?
  19. 19.🎯 Vihaan’s recycling sorter is 80% accurate. If it is tested on 70 new waste photos, how many should it get right?
  20. 20.❌ Tara’s leaf identifier was tested on 27 new leaf photos and got 19 right. How many did it get wrong?
  21. 21.⚖️ Two leaf identifier models were tested on the same 25 leaf photos. Model A got 25 right and Model B got 18 right. How many percentage points more accurate is Model A?
  22. 22.📋 Planning an AI project: which comes first — improve data, retest or try unseen examples? (a) improve data, retest (b) try unseen examples
  23. 23.📦 Ananya collected 90 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  24. 24.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 42 right and Model B got 39 right. How many percentage points more accurate is Model A?
  25. 25.📦 Meera collected 80 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  26. 26.📋 Planning an AI project: which comes first — split train and test or gather many examples? (a) split train and test (b) gather many examples
  27. 27.📋 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
  28. 28.📋 Planning an AI project: which comes first — tag each photo by type or train the model? (a) tag each photo by type (b) train the model
  29. 29.📋 Planning an AI project: which comes first — train the model or gather many examples? (a) train the model (b) gather many examples
  30. 30.🎯 Arjun’s leaf identifier was tested on 4 new leaf photos and got 4 right. What is its accuracy in percent?
  31. 31.⚖️ Two spam spotter models were tested on the same 25 messages. Model A got 17 right and Model B got 15 right. How many percentage points more accurate is Model A?
  32. 32.🎯 Diya’s leaf identifier was tested on 25 new leaf photos and got 15 right. What is its accuracy in percent?
  33. 33.📦 Arjun collected 140 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  34. 34.📋 Planning an AI project: which comes first — let it learn patterns or recheck every label? (a) let it learn patterns (b) recheck every label
  35. 35.📋 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
  36. 36.📋 Planning an AI project: which comes first — calculate percent right or label each example? (a) calculate percent right (b) label each example
  37. 37.📋 Planning an AI project: which comes first — fix it and test again or pick a question to solve? (a) fix it and test again (b) pick a question to solve
  38. 38.🎯 Meera’s spam spotter is 60% accurate. If it is tested on 40 new messages, how many should it get right?
  39. 39.🎯 Nisha’s fruit sorter is 90% accurate. If it is tested on 10 new fruit photos, how many should it get right?
  40. 40.📋 Planning an AI project: which comes first — choose what to sort or train the model? (a) choose what to sort (b) train the model

Answer key

  1. 20
  2. correct ÷ total × 100
  3. 30
  4. set aside test photos
  5. 50
  6. to see if it learned
  7. calculate percent right
  8. work out the accuracy
  9. more labelled examples
  10. paper and examples
  11. 80
  12. 27
  13. 104
  14. 60
  15. 12
  16. try unseen examples
  17. 48
  18. 60
  19. 56
  20. 8
  21. 28
  22. try unseen examples
  23. 72
  24. 6
  25. 64
  26. gather many examples
  27. split train and test
  28. tag each photo by type
  29. gather many examples
  30. 100
  31. 8
  32. 60
  33. 112
  34. recheck every label
  35. pick a question to solve
  36. label each example
  37. pick a question to solve
  38. 24
  39. 9
  40. choose what to sort

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