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AI for students lesson 23: Design a tiny AI project · Set 775 · 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.📦 Arjun collected 170 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  2. 2.📋 Planning an AI project: which comes first — correct bad labels or pick a question to solve? (a) correct bad labels (b) pick a question to solve
  3. 3.🎯 Diya’s spam spotter was tested on 10 new messages and got 9 right. What is its accuracy in percent?
  4. 4.📋 Planning an AI project: which comes first — calculate percent right or choose what to sort? (a) calculate percent right (b) choose what to sort
  5. 5.📦 Nisha collected 60 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
  6. 6.📋 Planning an AI project: which comes first — improve data, retest or test on new photos? (a) improve data, retest (b) test on new photos
  7. 7.🎯 Rohan’s bird-song app was tested on 25 new bird songs and got 17 right. What is its accuracy in percent?
  8. 8.📋 Planning an AI project: which comes first — set aside test photos or choose what to sort? (a) set aside test photos (b) choose what to sort
  9. 9.🎯 Arjun’s handwriting reader is 70% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
  10. 10.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to save paper (c) to make it bigger (d) to see if it learned
  11. 11.📋 Planning an AI project: which comes first — improve data, retest or recheck every label? (a) improve data, retest (b) recheck every label
  12. 12.🧪 What is accuracy? (a) total × 2 (b) total − correct (c) correct ÷ total × 100 (d) correct + total
  13. 13.🧪 You can plan a simple AI project with… (a) a secret password (b) only a big robot (c) paper and examples (d) nothing at all
  14. 14.🎯 Nisha’s handwriting reader was tested on 5 new handwritten letters and got 3 right. What is its accuracy in percent?
  15. 15.📋 Planning an AI project: which comes first — tag each photo by type or fix it and test again? (a) tag each photo by type (b) fix it and test again
  16. 16.📋 Planning an AI project: which comes first — work out the accuracy or try unseen examples? (a) work out the accuracy (b) try unseen examples
  17. 17.📋 Planning an AI project: which comes first — pick a question to solve or let it learn patterns? (a) pick a question to solve (b) let it learn patterns
  18. 18.⚖️ Two recycling sorter models were tested on the same 10 waste photos. Model A got 10 right and Model B got 6 right. How many percentage points more accurate is Model A?
  19. 19.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 19 right and Model B got 17 right. How many percentage points more accurate is Model A?
  20. 20.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 22 right and Model B got 20 right. How many percentage points more accurate is Model A?
  21. 21.❌ Arjun’s handwriting reader was tested on 26 new handwritten letters and got 21 right. How many did it get wrong?
  22. 22.🎯 Tara’s bird-song app was tested on 10 new bird songs and got 8 right. What is its accuracy in percent?
  23. 23.📋 Planning an AI project: which comes first — fix it and test again or try unseen examples? (a) fix it and test again (b) try unseen examples
  24. 24.📦 Aarav collected 110 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  25. 25.📦 Meera collected 120 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  26. 26.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a louder speaker (c) more labelled examples (d) a new colour screen
  27. 27.📋 Planning an AI project: which comes first — train the model or correct bad labels? (a) train the model (b) correct bad labels
  28. 28.📋 Planning an AI project: which comes first — correct bad labels or gather many examples? (a) correct bad labels (b) gather many examples
  29. 29.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 22 right and Model B got 21 right. How many percentage points more accurate is Model A?
  30. 30.🎯 Kabir’s bird-song app was tested on 50 new bird songs and got 34 right. What is its accuracy in percent?
  31. 31.🎯 Vihaan’s bird-song app is 60% accurate. If it is tested on 100 new bird songs, how many should it get right?
  32. 32.📋 Planning an AI project: which comes first — collect fruit photos or pick a question to solve? (a) collect fruit photos (b) pick a question to solve
  33. 33.🎯 Vihaan’s bird-song app was tested on 5 new bird songs and got 5 right. What is its accuracy in percent?
  34. 34.🎯 Tara’s spam spotter was tested on 10 new messages and got 10 right. What is its accuracy in percent?
  35. 35.🎯 Meera’s handwriting reader was tested on 20 new handwritten letters and got 17 right. What is its accuracy in percent?
  36. 36.🎯 Kabir’s spam spotter was tested on 25 new messages and got 20 right. What is its accuracy in percent?
  37. 37.📦 Aarav collected 50 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  38. 38.📋 Planning an AI project: which comes first — choose what to sort or try unseen examples? (a) choose what to sort (b) try unseen examples
  39. 39.📋 Planning an AI project: which comes first — let it learn patterns or try unseen examples? (a) let it learn patterns (b) try unseen examples
  40. 40.📋 Planning an AI project: which comes first — try unseen examples or calculate percent right? (a) try unseen examples (b) calculate percent right

Answer key

  1. 136
  2. pick a question to solve
  3. 90
  4. choose what to sort
  5. 48
  6. test on new photos
  7. 68
  8. choose what to sort
  9. 14
  10. to see if it learned
  11. recheck every label
  12. correct ÷ total × 100
  13. paper and examples
  14. 60
  15. tag each photo by type
  16. try unseen examples
  17. pick a question to solve
  18. 40
  19. 8
  20. 8
  21. 5
  22. 80
  23. try unseen examples
  24. 88
  25. 96
  26. more labelled examples
  27. correct bad labels
  28. gather many examples
  29. 4
  30. 68
  31. 60
  32. pick a question to solve
  33. 100
  34. 100
  35. 85
  36. 80
  37. 40
  38. choose what to sort
  39. let it learn patterns
  40. try unseen examples

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