← 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 771 · 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.❌ Vihaan’s fruit sorter was tested on 32 new fruit photos and got 31 right. How many did it get wrong?
  2. 2.📋 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
  3. 3.📋 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
  4. 4.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  5. 5.❌ Ananya’s recycling sorter was tested on 25 new waste photos and got 16 right. How many did it get wrong?
  6. 6.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to make it bigger (c) to make it faster (d) to see if it learned
  7. 7.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  8. 8.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) correct ÷ total × 100 (d) total − correct
  9. 9.🎯 Aarav’s leaf identifier is 70% accurate. If it is tested on 90 new leaf photos, how many should it get right?
  10. 10.📋 Planning an AI project: which comes first — pick a question to solve or split train and test? (a) pick a question to solve (b) split train and test
  11. 11.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  12. 12.🎯 Tara’s bird-song app was tested on 4 new bird songs and got 3 right. What is its accuracy in percent?
  13. 13.🎯 Tara’s recycling sorter is 60% accurate. If it is tested on 80 new waste photos, how many should it get right?
  14. 14.🧪 You can plan a simple AI project with… (a) a secret password (b) nothing at all (c) only a big robot (d) paper and examples
  15. 15.🎯 Diya’s fruit sorter is 60% accurate. If it is tested on 70 new fruit photos, how many should it get right?
  16. 16.📋 Planning an AI project: which comes first — let it learn patterns or pick a question to solve? (a) let it learn patterns (b) pick a question to solve
  17. 17.🎯 Vihaan’s fruit sorter is 60% accurate. If it is tested on 20 new fruit photos, how many should it get right?
  18. 18.⚖️ Two spam spotter models were tested on the same 25 messages. Model A got 23 right and Model B got 22 right. How many percentage points more accurate is Model A?
  19. 19.⚖️ Two leaf identifier models were tested on the same 25 leaf photos. Model A got 25 right and Model B got 22 right. How many percentage points more accurate is Model A?
  20. 20.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a louder speaker (c) a new colour screen (d) more labelled examples
  21. 21.🎯 Ishaan’s leaf identifier was tested on 4 new leaf photos and got 4 right. What is its accuracy in percent?
  22. 22.🎯 Kabir’s handwriting reader was tested on 10 new handwritten letters and got 8 right. What is its accuracy in percent?
  23. 23.🎯 Aarav’s bird-song app was tested on 25 new bird songs and got 24 right. What is its accuracy in percent?
  24. 24.📋 Planning an AI project: which comes first — recheck every label or train the model? (a) recheck every label (b) train the model
  25. 25.📦 Saanvi collected 140 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  26. 26.📋 Planning an AI project: which comes first — let it learn patterns or correct bad labels? (a) let it learn patterns (b) correct bad labels
  27. 27.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 9 right and Model B got 8 right. How many percentage points more accurate is Model A?
  28. 28.⚖️ 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?
  29. 29.🎯 Ananya’s leaf identifier was tested on 20 new leaf photos and got 20 right. What is its accuracy in percent?
  30. 30.📋 Planning an AI project: which comes first — recheck every label or gather many examples? (a) recheck every label (b) gather many examples
  31. 31.🎯 Diya’s fruit sorter was tested on 25 new fruit photos and got 21 right. What is its accuracy in percent?
  32. 32.🎯 Ishaan’s handwriting reader was tested on 10 new handwritten letters and got 5 right. What is its accuracy in percent?
  33. 33.📋 Planning an AI project: which comes first — recheck every label or set aside test photos? (a) recheck every label (b) set aside test photos
  34. 34.📋 Planning an AI project: which comes first — test on new photos or work out the accuracy? (a) test on new photos (b) work out the accuracy
  35. 35.🎯 Vihaan’s fruit sorter was tested on 10 new fruit photos and got 5 right. What is its accuracy in percent?
  36. 36.⚖️ Two recycling sorter models were tested on the same 10 waste photos. Model A got 9 right and Model B got 5 right. How many percentage points more accurate is Model A?
  37. 37.❌ Ishaan’s handwriting reader was tested on 34 new handwritten letters and got 28 right. How many did it get wrong?
  38. 38.🎯 Kabir’s recycling sorter was tested on 5 new waste photos and got 3 right. What is its accuracy in percent?
  39. 39.📋 Planning an AI project: which comes first — work out the accuracy or split train and test? (a) work out the accuracy (b) split train and test
  40. 40.📋 Planning an AI project: which comes first — try unseen examples or tag each photo by type? (a) try unseen examples (b) tag each photo by type

Answer key

  1. 1
  2. work out the accuracy
  3. work out the accuracy
  4. work out the accuracy
  5. 9
  6. to see if it learned
  7. 10
  8. correct ÷ total × 100
  9. 63
  10. pick a question to solve
  11. work out the accuracy
  12. 75
  13. 48
  14. paper and examples
  15. 42
  16. pick a question to solve
  17. 12
  18. 4
  19. 12
  20. more labelled examples
  21. 100
  22. 80
  23. 96
  24. recheck every label
  25. 112
  26. correct bad labels
  27. 10
  28. 35
  29. 100
  30. gather many examples
  31. 84
  32. 50
  33. recheck every label
  34. test on new photos
  35. 50
  36. 40
  37. 6
  38. 60
  39. split train and test
  40. tag each photo by type

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