← 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 703 · 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.🧪 Why must you test a model on examples it has NOT seen? (a) to see if it learned (b) to make it faster (c) to save paper (d) to make it bigger
  2. 2.🎯 Rohan’s handwriting reader was tested on 50 new handwritten letters and got 41 right. What is its accuracy in percent?
  3. 3.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 15 right and Model B got 14 right. How many percentage points more accurate is Model A?
  4. 4.📋 Planning an AI project: which comes first — work out the accuracy or set aside test photos? (a) work out the accuracy (b) set aside test photos
  5. 5.📋 Planning an AI project: which comes first — work out the accuracy or tag each photo by type? (a) work out the accuracy (b) tag each photo by type
  6. 6.❌ Tara’s handwriting reader was tested on 24 new handwritten letters and got 16 right. How many did it get wrong?
  7. 7.🎯 Diya’s spam spotter is 60% accurate. If it is tested on 30 new messages, how many should it get right?
  8. 8.❌ Nisha’s fruit sorter was tested on 25 new fruit photos and got 22 right. How many did it get wrong?
  9. 9.🧪 You can plan a simple AI project with… (a) only a big robot (b) nothing at all (c) a secret password (d) paper and examples
  10. 10.🎯 Nisha’s recycling sorter was tested on 20 new waste photos and got 13 right. What is its accuracy in percent?
  11. 11.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 8 right and Model B got 6 right. How many percentage points more accurate is Model A?
  12. 12.📋 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
  13. 13.❌ Vihaan’s fruit sorter was tested on 19 new fruit photos and got 12 right. How many did it get wrong?
  14. 14.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  15. 15.🧪 What is accuracy? (a) correct ÷ total × 100 (b) total − correct (c) total × 2 (d) correct + total
  16. 16.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 6 right and Model B got 5 right. How many percentage points more accurate is Model A?
  17. 17.🎯 Arjun’s recycling sorter is 50% accurate. If it is tested on 80 new waste photos, how many should it get right?
  18. 18.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) more labelled examples (c) a new colour screen (d) fewer examples
  19. 19.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 20 right and Model B got 14 right. How many percentage points more accurate is Model A?
  20. 20.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 50 right and Model B got 46 right. How many percentage points more accurate is Model A?
  21. 21.📋 Planning an AI project: which comes first — work out the accuracy or correct bad labels? (a) work out the accuracy (b) correct bad labels
  22. 22.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 10 right and Model B got 5 right. How many percentage points more accurate is Model A?
  23. 23.🎯 Kabir’s fruit sorter is 60% accurate. If it is tested on 50 new fruit photos, how many should it get right?
  24. 24.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 25 right and Model B got 21 right. How many percentage points more accurate is Model A?
  25. 25.⚖️ 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?
  26. 26.🎯 Rohan’s bird-song app is 90% accurate. If it is tested on 70 new bird songs, how many should it get right?
  27. 27.🎯 Vihaan’s leaf identifier was tested on 20 new leaf photos and got 20 right. What is its accuracy in percent?
  28. 28.📋 Planning an AI project: which comes first — tag each photo by type or gather many examples? (a) tag each photo by type (b) gather many examples
  29. 29.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 24 right and Model B got 23 right. How many percentage points more accurate is Model A?
  30. 30.📋 Planning an AI project: which comes first — improve data, retest or correct bad labels? (a) improve data, retest (b) correct bad labels
  31. 31.📋 Planning an AI project: which comes first — split train and test or test on new photos? (a) split train and test (b) test on new photos
  32. 32.🎯 Tara’s spam spotter is 80% accurate. If it is tested on 50 new messages, how many should it get right?
  33. 33.📋 Planning an AI project: which comes first — improve data, retest or train the model? (a) improve data, retest (b) train the model
  34. 34.📋 Planning an AI project: which comes first — correct bad labels or gather many examples? (a) correct bad labels (b) gather many examples
  35. 35.📋 Planning an AI project: which comes first — recheck every label or fix it and test again? (a) recheck every label (b) fix it and test again
  36. 36.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 33 right and Model B got 25 right. How many percentage points more accurate is Model A?
  37. 37.📋 Planning an AI project: which comes first — train the model or split train and test? (a) train the model (b) split train and test
  38. 38.📋 Planning an AI project: which comes first — split train and test or choose what to sort? (a) split train and test (b) choose what to sort
  39. 39.📋 Planning an AI project: which comes first — correct bad labels or label each example? (a) correct bad labels (b) label each example
  40. 40.📋 Planning an AI project: which comes first — set aside test photos or recheck every label? (a) set aside test photos (b) recheck every label

Answer key

  1. to see if it learned
  2. 82
  3. 5
  4. set aside test photos
  5. tag each photo by type
  6. 8
  7. 18
  8. 3
  9. paper and examples
  10. 65
  11. 20
  12. pick a question to solve
  13. 7
  14. work out the accuracy
  15. correct ÷ total × 100
  16. 10
  17. 40
  18. more labelled examples
  19. 30
  20. 8
  21. correct bad labels
  22. 50
  23. 30
  24. 16
  25. 10
  26. 63
  27. 100
  28. gather many examples
  29. 4
  30. correct bad labels
  31. split train and test
  32. 40
  33. train the model
  34. gather many examples
  35. recheck every label
  36. 16
  37. split train and test
  38. choose what to sort
  39. label each example
  40. recheck every label

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