← 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 96 · 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.🧪 You can plan a simple AI project with… (a) nothing at all (b) a secret password (c) paper and examples (d) only a big robot
  2. 2.❌ Kabir’s spam spotter was tested on 47 new messages and got 45 right. How many did it get wrong?
  3. 3.🧪 What is accuracy? (a) total − correct (b) correct + total (c) total × 2 (d) correct ÷ total × 100
  4. 4.📦 Aarav collected 70 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  5. 5.🎯 Aarav’s recycling sorter is 50% accurate. If it is tested on 100 new waste photos, how many should it get right?
  6. 6.🎯 Meera’s leaf identifier was tested on 50 new leaf photos and got 37 right. What is its accuracy in percent?
  7. 7.📋 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
  8. 8.📋 Planning an AI project: which comes first — correct bad labels or set aside test photos? (a) correct bad labels (b) set aside test photos
  9. 9.🎯 Diya’s recycling sorter is 50% accurate. If it is tested on 60 new waste photos, how many should it get right?
  10. 10.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
  11. 11.🎯 Arjun’s handwriting reader is 80% accurate. If it is tested on 30 new handwritten letters, how many should it get right?
  12. 12.📋 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
  13. 13.📦 Nisha collected 100 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  14. 14.📋 Planning an AI project: which comes first — label each example or split train and test? (a) label each example (b) split train and test
  15. 15.📋 Planning an AI project: which comes first — let it learn patterns or work out the accuracy? (a) let it learn patterns (b) work out the accuracy
  16. 16.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 47 right and Model B got 26 right. How many percentage points more accurate is Model A?
  17. 17.🎯 Diya’s spam spotter is 80% accurate. If it is tested on 70 new messages, how many should it get right?
  18. 18.📋 Planning an AI project: which comes first — try unseen examples or let it learn patterns? (a) try unseen examples (b) let it learn patterns
  19. 19.🎯 Arjun’s leaf identifier was tested on 20 new leaf photos and got 10 right. What is its accuracy in percent?
  20. 20.📋 Planning an AI project: which comes first — correct bad labels or collect fruit photos? (a) correct bad labels (b) collect fruit photos
  21. 21.🎯 Vihaan’s handwriting reader was tested on 5 new handwritten letters and got 3 right. What is its accuracy in percent?
  22. 22.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  23. 23.🧪 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
  24. 24.📦 Vihaan collected 150 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  25. 25.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 10 right and Model B got 8 right. How many percentage points more accurate is Model A?
  26. 26.🎯 Arjun’s fruit sorter was tested on 25 new fruit photos and got 16 right. What is its accuracy in percent?
  27. 27.📋 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
  28. 28.🎯 Aarav’s leaf identifier was tested on 4 new leaf photos and got 2 right. What is its accuracy in percent?
  29. 29.📋 Planning an AI project: which comes first — recheck every label or collect fruit photos? (a) recheck every label (b) collect fruit photos
  30. 30.📦 Meera collected 50 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  31. 31.❌ Diya’s spam spotter was tested on 17 new messages and got 12 right. How many did it get wrong?
  32. 32.📦 Meera collected 80 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  33. 33.⚖️ Two spam spotter models were tested on the same 25 messages. Model A got 22 right and Model B got 16 right. How many percentage points more accurate is Model A?
  34. 34.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to see if it learned (c) to save paper (d) to make it faster
  35. 35.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 49 right and Model B got 46 right. How many percentage points more accurate is Model A?
  36. 36.📋 Planning an AI project: which comes first — correct bad labels or improve data, retest? (a) correct bad labels (b) improve data, retest
  37. 37.🎯 Tara’s fruit sorter was tested on 5 new fruit photos and got 4 right. What is its accuracy in percent?
  38. 38.🎯 Saanvi’s handwriting reader was tested on 20 new handwritten letters and got 13 right. What is its accuracy in percent?
  39. 39.🎯 Diya’s fruit sorter was tested on 4 new fruit photos and got 2 right. What is its accuracy in percent?
  40. 40.📋 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

Answer key

  1. paper and examples
  2. 2
  3. correct ÷ total × 100
  4. 56
  5. 50
  6. 74
  7. tag each photo by type
  8. correct bad labels
  9. 30
  10. calculate percent right
  11. 24
  12. pick a question to solve
  13. 80
  14. label each example
  15. let it learn patterns
  16. 42
  17. 56
  18. let it learn patterns
  19. 50
  20. collect fruit photos
  21. 60
  22. test on new photos
  23. more labelled examples
  24. 120
  25. 20
  26. 64
  27. work out the accuracy
  28. 50
  29. collect fruit photos
  30. 40
  31. 5
  32. 64
  33. 24
  34. to see if it learned
  35. 6
  36. correct bad labels
  37. 80
  38. 65
  39. 50
  40. pick a question to solve

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