← 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 819 · 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 — split train and test or recheck every label? (a) split train and test (b) recheck every label
  2. 2.🎯 Saanvi’s handwriting reader was tested on 20 new handwritten letters and got 18 right. What is its accuracy in percent?
  3. 3.🎯 Ishaan’s leaf identifier is 50% accurate. If it is tested on 10 new leaf photos, how many should it get right?
  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.❌ Ananya’s leaf identifier was tested on 45 new leaf photos and got 42 right. How many did it get wrong?
  6. 6.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 8 right and Model B got 5 right. How many percentage points more accurate is Model A?
  7. 7.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) more labelled examples (c) a louder speaker (d) a new colour screen
  8. 8.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  9. 9.📋 Planning an AI project: which comes first — tag each photo by type or choose what to sort? (a) tag each photo by type (b) choose what to sort
  10. 10.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to see if it learned (c) to make it faster (d) to make it bigger
  11. 11.📦 Tara collected 170 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  12. 12.📋 Planning an AI project: which comes first — calculate percent right or fix it and test again? (a) calculate percent right (b) fix it and test again
  13. 13.🎯 Ananya’s handwriting reader was tested on 25 new handwritten letters and got 25 right. What is its accuracy in percent?
  14. 14.📦 Arjun collected 140 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  15. 15.📋 Planning an AI project: which comes first — test on new photos or tag each photo by type? (a) test on new photos (b) tag each photo by type
  16. 16.❌ Vihaan’s recycling sorter was tested on 33 new waste photos and got 30 right. How many did it get wrong?
  17. 17.🎯 Nisha’s leaf identifier is 60% accurate. If it is tested on 40 new leaf photos, how many should it get right?
  18. 18.📋 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
  19. 19.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  20. 20.🧪 What is accuracy? (a) correct ÷ total × 100 (b) total × 2 (c) correct + total (d) total − correct
  21. 21.📋 Planning an AI project: which comes first — test on new photos or let it learn patterns? (a) test on new photos (b) let it learn patterns
  22. 22.❌ Saanvi’s bird-song app was tested on 25 new bird songs and got 17 right. How many did it get wrong?
  23. 23.🎯 Saanvi’s bird-song app was tested on 4 new bird songs and got 4 right. What is its accuracy in percent?
  24. 24.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  25. 25.❌ Diya’s fruit sorter was tested on 12 new fruit photos and got 10 right. How many did it get wrong?
  26. 26.🎯 Nisha’s spam spotter is 80% accurate. If it is tested on 80 new messages, how many should it get right?
  27. 27.❌ Tara’s bird-song app was tested on 34 new bird songs and got 33 right. How many did it get wrong?
  28. 28.🎯 Meera’s bird-song app is 80% accurate. If it is tested on 10 new bird songs, how many should it get right?
  29. 29.🎯 Arjun’s leaf identifier is 60% accurate. If it is tested on 50 new leaf photos, how many should it get right?
  30. 30.📋 Planning an AI project: which comes first — train the model or pick a question to solve? (a) train the model (b) pick a question to solve
  31. 31.❌ Kabir’s handwriting reader was tested on 17 new handwritten letters and got 13 right. How many did it get wrong?
  32. 32.📋 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
  33. 33.🧪 You can plan a simple AI project with… (a) nothing at all (b) only a big robot (c) a secret password (d) paper and examples
  34. 34.📋 Planning an AI project: which comes first — work out the accuracy or correct bad labels? (a) work out the accuracy (b) correct bad labels
  35. 35.📋 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
  36. 36.❌ Aarav’s handwriting reader was tested on 16 new handwritten letters and got 15 right. How many did it get wrong?
  37. 37.📋 Planning an AI project: which comes first — fix it and test again or correct bad labels? (a) fix it and test again (b) correct bad labels
  38. 38.📋 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
  39. 39.📋 Planning an AI project: which comes first — work out the accuracy or test on new photos? (a) work out the accuracy (b) test on new photos
  40. 40.📦 Rohan collected 200 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?

Answer key

  1. recheck every label
  2. 90
  3. 5
  4. set aside test photos
  5. 3
  6. 30
  7. more labelled examples
  8. test on new photos
  9. choose what to sort
  10. to see if it learned
  11. 136
  12. calculate percent right
  13. 100
  14. 112
  15. tag each photo by type
  16. 3
  17. 24
  18. pick a question to solve
  19. calculate percent right
  20. correct ÷ total × 100
  21. let it learn patterns
  22. 8
  23. 100
  24. work out the accuracy
  25. 2
  26. 64
  27. 1
  28. 8
  29. 30
  30. pick a question to solve
  31. 4
  32. work out the accuracy
  33. paper and examples
  34. correct bad labels
  35. train the model
  36. 1
  37. correct bad labels
  38. pick a question to solve
  39. test on new photos
  40. 160

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