← 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 740 · 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 — improve data, retest or set aside test photos? (a) improve data, retest (b) set aside test photos
  2. 2.📦 Ananya collected 150 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  3. 3.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) a louder speaker (c) fewer examples (d) more labelled examples
  4. 4.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to make it faster (c) to see if it learned (d) to make it bigger
  5. 5.📋 Planning an AI project: which comes first — pick a question to solve or fix it and test again? (a) pick a question to solve (b) fix it and test again
  6. 6.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) total − correct (d) correct ÷ total × 100
  7. 7.📋 Planning an AI project: which comes first — correct bad labels or tag each photo by type? (a) correct bad labels (b) tag each photo by type
  8. 8.📋 Planning an AI project: which comes first — improve data, retest or let it learn patterns? (a) improve data, retest (b) let it learn patterns
  9. 9.❌ Nisha’s recycling sorter was tested on 16 new waste photos and got 14 right. How many did it get wrong?
  10. 10.📦 Saanvi collected 90 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  11. 11.📋 Planning an AI project: which comes first — let it learn patterns or fix it and test again? (a) let it learn patterns (b) fix it and test again
  12. 12.🎯 Kabir’s fruit sorter was tested on 4 new fruit photos and got 3 right. What is its accuracy in percent?
  13. 13.📦 Saanvi collected 200 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  14. 14.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 18 right and Model B got 12 right. How many percentage points more accurate is Model A?
  15. 15.📋 Planning an AI project: which comes first — test on new photos or label each example? (a) test on new photos (b) label each example
  16. 16.🎯 Ananya’s bird-song app is 50% accurate. If it is tested on 70 new bird songs, how many should it get right?
  17. 17.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  18. 18.❌ Ananya’s bird-song app was tested on 16 new bird songs and got 10 right. How many did it get wrong?
  19. 19.📋 Planning an AI project: which comes first — calculate percent right or try unseen examples? (a) calculate percent right (b) try unseen examples
  20. 20.🎯 Ananya’s recycling sorter is 60% accurate. If it is tested on 100 new waste photos, how many should it get right?
  21. 21.📋 Planning an AI project: which comes first — let it learn patterns or split train and test? (a) let it learn patterns (b) split train and test
  22. 22.❌ Meera’s bird-song app was tested on 22 new bird songs and got 17 right. How many did it get wrong?
  23. 23.🎯 Nisha’s leaf identifier is 80% accurate. If it is tested on 40 new leaf photos, how many should it get right?
  24. 24.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 47 right and Model B got 37 right. How many percentage points more accurate is Model A?
  25. 25.📋 Planning an AI project: which comes first — gather many examples or calculate percent right? (a) gather many examples (b) calculate percent right
  26. 26.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  27. 27.📋 Planning an AI project: which comes first — try unseen examples or work out the accuracy? (a) try unseen examples (b) work out the accuracy
  28. 28.🎯 Ishaan’s spam spotter is 70% accurate. If it is tested on 40 new messages, how many should it get right?
  29. 29.📋 Planning an AI project: which comes first — label each example or try unseen examples? (a) label each example (b) try unseen examples
  30. 30.🧪 You can plan a simple AI project with… (a) a secret password (b) nothing at all (c) paper and examples (d) only a big robot
  31. 31.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
  32. 32.🎯 Aarav’s handwriting reader is 70% accurate. If it is tested on 90 new handwritten letters, how many should it get right?
  33. 33.❌ Ananya’s handwriting reader was tested on 28 new handwritten letters and got 23 right. How many did it get wrong?
  34. 34.🎯 Kabir’s leaf identifier is 70% accurate. If it is tested on 80 new leaf photos, how many should it get right?
  35. 35.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 18 right and Model B got 10 right. How many percentage points more accurate is Model A?
  36. 36.🎯 Saanvi’s handwriting reader is 60% accurate. If it is tested on 100 new handwritten letters, how many should it get right?
  37. 37.🎯 Tara’s recycling sorter was tested on 10 new waste photos and got 10 right. What is its accuracy in percent?
  38. 38.📋 Planning an AI project: which comes first — try unseen examples or calculate percent right? (a) try unseen examples (b) calculate percent right
  39. 39.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  40. 40.📋 Planning an AI project: which comes first — label each example or let it learn patterns? (a) label each example (b) let it learn patterns

Answer key

  1. set aside test photos
  2. 120
  3. more labelled examples
  4. to see if it learned
  5. pick a question to solve
  6. correct ÷ total × 100
  7. tag each photo by type
  8. let it learn patterns
  9. 2
  10. 72
  11. let it learn patterns
  12. 75
  13. 160
  14. 30
  15. label each example
  16. 35
  17. test on new photos
  18. 6
  19. try unseen examples
  20. 60
  21. split train and test
  22. 5
  23. 32
  24. 20
  25. gather many examples
  26. calculate percent right
  27. try unseen examples
  28. 28
  29. label each example
  30. paper and examples
  31. calculate percent right
  32. 63
  33. 5
  34. 56
  35. 40
  36. 60
  37. 100
  38. try unseen examples
  39. work out the accuracy
  40. label each example

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