← 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 178 · 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 make it faster (b) to make it bigger (c) to see if it learned (d) to save paper
  2. 2.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  3. 3.🎯 Saanvi’s recycling sorter is 50% accurate. If it is tested on 70 new waste photos, how many should it get right?
  4. 4.📋 Planning an AI project: which comes first — train the model or try unseen examples? (a) train the model (b) try unseen examples
  5. 5.📦 Meera collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  6. 6.🧪 What is accuracy? (a) correct ÷ total × 100 (b) total × 2 (c) correct + total (d) total − correct
  7. 7.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 24 right and Model B got 20 right. How many percentage points more accurate is Model A?
  8. 8.📋 Planning an AI project: which comes first — try unseen examples or fix it and test again? (a) try unseen examples (b) fix it and test again
  9. 9.📋 Planning an AI project: which comes first — choose what to sort or fix it and test again? (a) choose what to sort (b) fix it and test again
  10. 10.🎯 Vihaan’s bird-song app was tested on 50 new bird songs and got 50 right. What is its accuracy in percent?
  11. 11.🎯 Saanvi’s fruit sorter is 60% accurate. If it is tested on 100 new fruit photos, how many should it get right?
  12. 12.🎯 Tara’s handwriting reader was tested on 5 new handwritten letters and got 5 right. What is its accuracy in percent?
  13. 13.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 36 right and Model B got 27 right. How many percentage points more accurate is Model A?
  14. 14.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 48 right and Model B got 46 right. How many percentage points more accurate is Model A?
  15. 15.⚖️ Two leaf identifier models were tested on the same 20 leaf photos. Model A got 13 right and Model B got 12 right. How many percentage points more accurate is Model A?
  16. 16.📋 Planning an AI project: which comes first — test on new photos or fix it and test again? (a) test on new photos (b) fix it and test again
  17. 17.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 17 right and Model B got 16 right. How many percentage points more accurate is Model A?
  18. 18.📦 Aarav collected 70 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  19. 19.🎯 Ishaan’s bird-song app was tested on 5 new bird songs and got 4 right. What is its accuracy in percent?
  20. 20.📦 Vihaan collected 120 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  21. 21.📦 Kabir collected 110 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  22. 22.🎯 Kabir’s leaf identifier was tested on 4 new leaf photos and got 4 right. What is its accuracy in percent?
  23. 23.🎯 Diya’s handwriting reader is 50% accurate. If it is tested on 50 new handwritten letters, how many should it get right?
  24. 24.🧪 You can plan a simple AI project with… (a) paper and examples (b) nothing at all (c) only a big robot (d) a secret password
  25. 25.🎯 Aarav’s handwriting reader was tested on 4 new handwritten letters and got 2 right. What is its accuracy in percent?
  26. 26.🎯 Meera’s spam spotter was tested on 20 new messages and got 12 right. What is its accuracy in percent?
  27. 27.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 45 right and Model B got 44 right. How many percentage points more accurate is Model A?
  28. 28.🎯 Rohan’s handwriting reader is 80% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
  29. 29.📦 Rohan collected 90 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  30. 30.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) a new colour screen (c) more labelled examples (d) fewer examples
  31. 31.🎯 Saanvi’s fruit sorter was tested on 10 new fruit photos and got 5 right. What is its accuracy in percent?
  32. 32.📦 Rohan collected 140 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  33. 33.🎯 Meera’s handwriting reader is 60% accurate. If it is tested on 90 new handwritten letters, how many should it get right?
  34. 34.❌ Arjun’s bird-song app was tested on 22 new bird songs and got 16 right. How many did it get wrong?
  35. 35.🎯 Saanvi’s spam spotter is 60% accurate. If it is tested on 30 new messages, how many should it get right?
  36. 36.📋 Planning an AI project: which comes first — try unseen examples or collect fruit photos? (a) try unseen examples (b) collect fruit photos
  37. 37.🎯 Ananya’s bird-song app was tested on 10 new bird songs and got 6 right. What is its accuracy in percent?
  38. 38.📋 Planning an AI project: which comes first — label each example or split train and test? (a) label each example (b) split train and test
  39. 39.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 22 right and Model B got 13 right. How many percentage points more accurate is Model A?
  40. 40.📋 Planning an AI project: which comes first — gather many examples or test on new photos? (a) gather many examples (b) test on new photos

Answer key

  1. to see if it learned
  2. calculate percent right
  3. 35
  4. train the model
  5. 104
  6. correct ÷ total × 100
  7. 16
  8. try unseen examples
  9. choose what to sort
  10. 100
  11. 60
  12. 100
  13. 18
  14. 4
  15. 5
  16. test on new photos
  17. 4
  18. 56
  19. 80
  20. 96
  21. 88
  22. 100
  23. 25
  24. paper and examples
  25. 50
  26. 60
  27. 2
  28. 8
  29. 72
  30. more labelled examples
  31. 50
  32. 112
  33. 54
  34. 6
  35. 18
  36. collect fruit photos
  37. 60
  38. label each example
  39. 36
  40. gather many examples

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