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AI for students lesson 23: Design a tiny AI project · Set 960 · 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 — test on new photos or pick a question to solve? (a) test on new photos (b) pick a question to solve
  2. 2.⚖️ Two recycling sorter models were tested on the same 20 waste photos. Model A got 14 right and Model B got 11 right. How many percentage points more accurate is Model A?
  3. 3.📦 Vihaan collected 60 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  4. 4.🧪 What is accuracy? (a) total × 2 (b) correct + total (c) correct ÷ total × 100 (d) total − correct
  5. 5.📋 Planning an AI project: which comes first — choose what to sort or test on new photos? (a) choose what to sort (b) test on new photos
  6. 6.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to see if it learned (c) to save paper (d) to make it bigger
  7. 7.🎯 Aarav’s fruit sorter is 60% accurate. If it is tested on 70 new fruit photos, how many should it get right?
  8. 8.🧪 You can plan a simple AI project with… (a) a secret password (b) paper and examples (c) only a big robot (d) nothing at all
  9. 9.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  10. 10.❌ Kabir’s recycling sorter was tested on 46 new waste photos and got 39 right. How many did it get wrong?
  11. 11.📋 Planning an AI project: which comes first — let it learn patterns or collect fruit photos? (a) let it learn patterns (b) collect fruit photos
  12. 12.🎯 Ananya’s bird-song app is 80% accurate. If it is tested on 40 new bird songs, how many should it get right?
  13. 13.📋 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
  14. 14.❌ Nisha’s leaf identifier was tested on 25 new leaf photos and got 19 right. How many did it get wrong?
  15. 15.🎯 Diya’s handwriting reader was tested on 50 new handwritten letters and got 25 right. What is its accuracy in percent?
  16. 16.📋 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
  17. 17.❌ Arjun’s fruit sorter was tested on 16 new fruit photos and got 12 right. How many did it get wrong?
  18. 18.📦 Tara collected 90 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  19. 19.🎯 Ananya’s spam spotter is 60% accurate. If it is tested on 70 new messages, how many should it get right?
  20. 20.📋 Planning an AI project: which comes first — train the model or try unseen examples? (a) train the model (b) try unseen examples
  21. 21.📦 Arjun collected 40 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  22. 22.📦 Nisha collected 80 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  23. 23.❌ Ishaan’s handwriting reader was tested on 42 new handwritten letters and got 35 right. How many did it get wrong?
  24. 24.🎯 Ishaan’s fruit sorter is 70% accurate. If it is tested on 30 new fruit photos, how many should it get right?
  25. 25.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 40 right and Model B got 32 right. How many percentage points more accurate is Model A?
  26. 26.🎯 Meera’s leaf identifier was tested on 20 new leaf photos and got 14 right. What is its accuracy in percent?
  27. 27.📋 Planning an AI project: which comes first — test on new photos or collect fruit photos? (a) test on new photos (b) collect fruit photos
  28. 28.📋 Planning an AI project: which comes first — try unseen examples or fix it and test again? (a) try unseen examples (b) fix it and test again
  29. 29.🎯 Diya’s spam spotter is 70% accurate. If it is tested on 30 new messages, how many should it get right?
  30. 30.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 47 right and Model B got 32 right. How many percentage points more accurate is Model A?
  31. 31.📋 Planning an AI project: which comes first — set aside test photos or let it learn patterns? (a) set aside test photos (b) let it learn patterns
  32. 32.🎯 Ishaan’s bird-song app is 60% accurate. If it is tested on 50 new bird songs, how many should it get right?
  33. 33.📦 Rohan collected 110 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  34. 34.⚖️ Two recycling sorter models were tested on the same 10 waste photos. Model A got 10 right and Model B got 7 right. How many percentage points more accurate is Model A?
  35. 35.📋 Planning an AI project: which comes first — split train and test or fix it and test again? (a) split train and test (b) fix it and test again
  36. 36.🧪 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
  37. 37.❌ Arjun’s leaf identifier was tested on 18 new leaf photos and got 15 right. How many did it get wrong?
  38. 38.🎯 Diya’s bird-song app is 80% accurate. If it is tested on 100 new bird songs, how many should it get right?
  39. 39.📋 Planning an AI project: which comes first — split train and test or tag each photo by type? (a) split train and test (b) tag each photo by type
  40. 40.📋 Planning an AI project: which comes first — label each example or split train and test? (a) label each example (b) split train and test

Answer key

  1. pick a question to solve
  2. 15
  3. 48
  4. correct ÷ total × 100
  5. choose what to sort
  6. to see if it learned
  7. 42
  8. paper and examples
  9. work out the accuracy
  10. 7
  11. collect fruit photos
  12. 32
  13. tag each photo by type
  14. 6
  15. 50
  16. work out the accuracy
  17. 4
  18. 72
  19. 42
  20. train the model
  21. 32
  22. 64
  23. 7
  24. 21
  25. 16
  26. 70
  27. collect fruit photos
  28. try unseen examples
  29. 21
  30. 30
  31. set aside test photos
  32. 30
  33. 88
  34. 30
  35. split train and test
  36. more labelled examples
  37. 3
  38. 80
  39. tag each photo by type
  40. label each example

Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students