← 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 627 · 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.🎯 Kabir’s spam spotter is 80% accurate. If it is tested on 10 new messages, how many should it get right?
  2. 2.📋 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
  3. 3.🧪 You can plan a simple AI project with… (a) nothing at all (b) only a big robot (c) paper and examples (d) a secret password
  4. 4.🎯 Ananya’s leaf identifier was tested on 10 new leaf photos and got 5 right. What is its accuracy in percent?
  5. 5.🎯 Rohan’s fruit sorter is 90% accurate. If it is tested on 60 new fruit photos, how many should it get right?
  6. 6.❌ Rohan’s handwriting reader was tested on 40 new handwritten letters and got 35 right. How many did it get wrong?
  7. 7.📋 Planning an AI project: which comes first — recheck every label or split train and test? (a) recheck every label (b) split train and test
  8. 8.📋 Planning an AI project: which comes first — test on new photos or split train and test? (a) test on new photos (b) split train and test
  9. 9.🎯 Saanvi’s recycling sorter is 50% accurate. If it is tested on 90 new waste photos, how many should it get right?
  10. 10.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  11. 11.🎯 Kabir’s fruit sorter is 60% accurate. If it is tested on 90 new fruit photos, how many should it get right?
  12. 12.📦 Vihaan collected 200 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  13. 13.🎯 Meera’s fruit sorter is 60% accurate. If it is tested on 100 new fruit photos, how many should it get right?
  14. 14.🎯 Aarav’s recycling sorter was tested on 50 new waste photos and got 37 right. What is its accuracy in percent?
  15. 15.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to make it bigger (c) to save paper (d) to see if it learned
  16. 16.🎯 Nisha’s fruit sorter is 80% accurate. If it is tested on 30 new fruit photos, how many should it get right?
  17. 17.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 47 right and Model B got 36 right. How many percentage points more accurate is Model A?
  18. 18.📋 Planning an AI project: which comes first — work out the accuracy or collect fruit photos? (a) work out the accuracy (b) collect fruit photos
  19. 19.🎯 Arjun’s spam spotter is 70% accurate. If it is tested on 100 new messages, how many should it get right?
  20. 20.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 25 right and Model B got 22 right. How many percentage points more accurate is Model A?
  21. 21.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
  22. 22.🎯 Ishaan’s handwriting reader was tested on 25 new handwritten letters and got 22 right. What is its accuracy in percent?
  23. 23.📦 Meera collected 120 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  24. 24.📦 Tara collected 200 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  25. 25.🎯 Saanvi’s leaf identifier was tested on 20 new leaf photos and got 17 right. What is its accuracy in percent?
  26. 26.🎯 Aarav’s leaf identifier is 70% accurate. If it is tested on 60 new leaf photos, how many should it get right?
  27. 27.📋 Planning an AI project: which comes first — calculate percent right or gather many examples? (a) calculate percent right (b) gather many examples
  28. 28.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 8 right and Model B got 7 right. How many percentage points more accurate is Model A?
  29. 29.📋 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
  30. 30.📋 Planning an AI project: which comes first — try unseen examples or split train and test? (a) try unseen examples (b) split train and test
  31. 31.📦 Ananya collected 130 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  32. 32.📋 Planning an AI project: which comes first — gather many examples or label each example? (a) gather many examples (b) label each example
  33. 33.🎯 Aarav’s handwriting reader was tested on 10 new handwritten letters and got 6 right. What is its accuracy in percent?
  34. 34.📋 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
  35. 35.🎯 Aarav’s fruit sorter was tested on 20 new fruit photos and got 17 right. What is its accuracy in percent?
  36. 36.🎯 Aarav’s fruit sorter was tested on 50 new fruit photos and got 31 right. What is its accuracy in percent?
  37. 37.📦 Rohan collected 150 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  38. 38.🎯 Arjun’s bird-song app was tested on 4 new bird songs and got 4 right. What is its accuracy in percent?
  39. 39.🎯 Tara’s bird-song app was tested on 4 new bird songs and got 2 right. What is its accuracy in percent?
  40. 40.📋 Planning an AI project: which comes first — gather many examples or let it learn patterns? (a) gather many examples (b) let it learn patterns

Answer key

  1. 8
  2. calculate percent right
  3. paper and examples
  4. 50
  5. 54
  6. 5
  7. recheck every label
  8. split train and test
  9. 45
  10. test on new photos
  11. 54
  12. 160
  13. 60
  14. 74
  15. to see if it learned
  16. 24
  17. 22
  18. collect fruit photos
  19. 70
  20. 12
  21. calculate percent right
  22. 88
  23. 96
  24. 160
  25. 85
  26. 42
  27. gather many examples
  28. 10
  29. pick a question to solve
  30. split train and test
  31. 104
  32. gather many examples
  33. 60
  34. train the model
  35. 85
  36. 62
  37. 120
  38. 100
  39. 50
  40. gather many examples

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