← Design a tiny AI project lesson New set →

Build Your Own AI Project Worksheet

AI for students lesson 23: Design a tiny AI project · Set 57 · 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 — work out the accuracy or fix it and test again? (a) work out the accuracy (b) fix it and test again
  2. 2.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) a new colour screen (c) a louder speaker (d) fewer examples
  3. 3.📋 Planning an AI project: which comes first — let it learn patterns or gather many examples? (a) let it learn patterns (b) gather many examples
  4. 4.❌ Arjun’s leaf identifier was tested on 46 new leaf photos and got 42 right. How many did it get wrong?
  5. 5.📋 Planning an AI project: which comes first — improve data, retest or tag each photo by type? (a) improve data, retest (b) tag each photo by type
  6. 6.🎯 Ananya’s handwriting reader is 60% accurate. If it is tested on 80 new handwritten letters, how many should it get right?
  7. 7.📋 Planning an AI project: which comes first — set aside test photos or fix it and test again? (a) set aside test photos (b) fix it and test again
  8. 8.🧪 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
  9. 9.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 37 right and Model B got 31 right. How many percentage points more accurate is Model A?
  10. 10.🧪 What is accuracy? (a) correct + total (b) correct ÷ total × 100 (c) total × 2 (d) total − correct
  11. 11.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  12. 12.🎯 Meera’s spam spotter was tested on 10 new messages and got 6 right. What is its accuracy in percent?
  13. 13.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 17 right and Model B got 10 right. How many percentage points more accurate is Model A?
  14. 14.📋 Planning an AI project: which comes first — calculate percent right or set aside test photos? (a) calculate percent right (b) set aside test photos
  15. 15.❌ Vihaan’s fruit sorter was tested on 29 new fruit photos and got 20 right. How many did it get wrong?
  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.❌ Tara’s fruit sorter was tested on 23 new fruit photos and got 14 right. How many did it get wrong?
  18. 18.🎯 Meera’s handwriting reader is 90% accurate. If it is tested on 80 new handwritten letters, how many should it get right?
  19. 19.📦 Vihaan collected 150 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  20. 20.📋 Planning an AI project: which comes first — split train and test or test on new photos? (a) split train and test (b) test on new photos
  21. 21.🎯 Diya’s bird-song app is 90% accurate. If it is tested on 50 new bird songs, how many should it get right?
  22. 22.🎯 Vihaan’s fruit sorter is 50% accurate. If it is tested on 40 new fruit photos, how many should it get right?
  23. 23.🧪 You can plan a simple AI project with… (a) nothing at all (b) a secret password (c) only a big robot (d) paper and examples
  24. 24.❌ Aarav’s recycling sorter was tested on 34 new waste photos and got 30 right. How many did it get wrong?
  25. 25.🎯 Nisha’s bird-song app was tested on 10 new bird songs and got 5 right. What is its accuracy in percent?
  26. 26.🎯 Tara’s recycling sorter is 70% accurate. If it is tested on 70 new waste photos, how many should it get right?
  27. 27.📋 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
  28. 28.🎯 Diya’s fruit sorter is 50% accurate. If it is tested on 90 new fruit photos, how many should it get right?
  29. 29.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 18 right and Model B got 17 right. How many percentage points more accurate is Model A?
  30. 30.🎯 Nisha’s bird-song app is 90% accurate. If it is tested on 100 new bird songs, how many should it get right?
  31. 31.📋 Planning an AI project: which comes first — correct bad labels or let it learn patterns? (a) correct bad labels (b) let it learn patterns
  32. 32.❌ Meera’s handwriting reader was tested on 24 new handwritten letters and got 20 right. How many did it get wrong?
  33. 33.📋 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
  34. 34.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  35. 35.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
  36. 36.📋 Planning an AI project: which comes first — train the model or fix it and test again? (a) train the model (b) fix it and test again
  37. 37.📋 Planning an AI project: which comes first — split train and test or label each example? (a) split train and test (b) label each example
  38. 38.📋 Planning an AI project: which comes first — work out the accuracy or correct bad labels? (a) work out the accuracy (b) correct bad labels
  39. 39.📋 Planning an AI project: which comes first — choose what to sort or let it learn patterns? (a) choose what to sort (b) let it learn patterns
  40. 40.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right

Answer key

  1. work out the accuracy
  2. more labelled examples
  3. gather many examples
  4. 4
  5. tag each photo by type
  6. 48
  7. set aside test photos
  8. to see if it learned
  9. 12
  10. correct ÷ total × 100
  11. test on new photos
  12. 60
  13. 35
  14. set aside test photos
  15. 9
  16. work out the accuracy
  17. 9
  18. 72
  19. 120
  20. split train and test
  21. 45
  22. 20
  23. paper and examples
  24. 4
  25. 50
  26. 49
  27. choose what to sort
  28. 45
  29. 5
  30. 90
  31. correct bad labels
  32. 4
  33. tag each photo by type
  34. work out the accuracy
  35. calculate percent right
  36. train the model
  37. label each example
  38. correct bad labels
  39. choose what to sort
  40. test on new photos

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