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AI for students lesson 23: Design a tiny AI project · Set 624 · 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.📦 Aarav collected 40 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  2. 2.🎯 Meera’s leaf identifier was tested on 4 new leaf photos and got 2 right. What is its accuracy in percent?
  3. 3.🧪 What is accuracy? (a) total − correct (b) total × 2 (c) correct ÷ total × 100 (d) correct + total
  4. 4.🎯 Diya’s recycling sorter was tested on 10 new waste photos and got 6 right. What is its accuracy in percent?
  5. 5.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to see if it learned (c) to make it bigger (d) to save paper
  6. 6.📋 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
  7. 7.🧪 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
  8. 8.📋 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
  9. 9.❌ Tara’s bird-song app was tested on 29 new bird songs and got 20 right. How many did it get wrong?
  10. 10.🎯 Meera’s recycling sorter was tested on 50 new waste photos and got 49 right. What is its accuracy in percent?
  11. 11.📋 Planning an AI project: which comes first — train the model or work out the accuracy? (a) train the model (b) work out the accuracy
  12. 12.🎯 Vihaan’s handwriting reader was tested on 10 new handwritten letters and got 5 right. What is its accuracy in percent?
  13. 13.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 17 right and Model B got 10 right. How many percentage points more accurate is Model A?
  14. 14.⚖️ Two recycling sorter models were tested on the same 20 waste photos. Model A got 20 right and Model B got 19 right. How many percentage points more accurate is Model A?
  15. 15.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 43 right and Model B got 41 right. How many percentage points more accurate is Model A?
  16. 16.📋 Planning an AI project: which comes first — recheck every label or set aside test photos? (a) recheck every label (b) set aside test photos
  17. 17.📦 Saanvi collected 100 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  18. 18.🎯 Ishaan’s recycling sorter was tested on 4 new waste photos and got 2 right. What is its accuracy in percent?
  19. 19.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 21 right and Model B got 18 right. How many percentage points more accurate is Model A?
  20. 20.🎯 Arjun’s bird-song app was tested on 25 new bird songs and got 16 right. What is its accuracy in percent?
  21. 21.📋 Planning an AI project: which comes first — try unseen examples or train the model? (a) try unseen examples (b) train the model
  22. 22.📋 Planning an AI project: which comes first — work out the accuracy or test on new photos? (a) work out the accuracy (b) test on new photos
  23. 23.📋 Planning an AI project: which comes first — split train and test or correct bad labels? (a) split train and test (b) correct bad labels
  24. 24.📋 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
  25. 25.🎯 Aarav’s leaf identifier is 90% accurate. If it is tested on 50 new leaf photos, how many should it get right?
  26. 26.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 22 right and Model B got 17 right. How many percentage points more accurate is Model A?
  27. 27.📋 Planning an AI project: which comes first — choose what to sort or split train and test? (a) choose what to sort (b) split train and test
  28. 28.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  29. 29.📋 Planning an AI project: which comes first — recheck every label or calculate percent right? (a) recheck every label (b) calculate percent right
  30. 30.📋 Planning an AI project: which comes first — set aside test photos or train the model? (a) set aside test photos (b) train the model
  31. 31.📦 Rohan collected 190 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  32. 32.📋 Planning an AI project: which comes first — improve data, retest or split train and test? (a) improve data, retest (b) split train and test
  33. 33.📋 Planning an AI project: which comes first — calculate percent right or pick a question to solve? (a) calculate percent right (b) pick a question to solve
  34. 34.📋 Planning an AI project: which comes first — improve data, retest or test on new photos? (a) improve data, retest (b) test on new photos
  35. 35.📋 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
  36. 36.📋 Planning an AI project: which comes first — train the model or test on new photos? (a) train the model (b) test on new photos
  37. 37.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  38. 38.🎯 Vihaan’s recycling sorter is 80% accurate. If it is tested on 30 new waste photos, how many should it get right?
  39. 39.❌ Kabir’s fruit sorter was tested on 26 new fruit photos and got 23 right. How many did it get wrong?
  40. 40.🧪 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

Answer key

  1. 32
  2. 50
  3. correct ÷ total × 100
  4. 60
  5. to see if it learned
  6. choose what to sort
  7. paper and examples
  8. split train and test
  9. 9
  10. 98
  11. train the model
  12. 50
  13. 35
  14. 5
  15. 4
  16. recheck every label
  17. 80
  18. 50
  19. 12
  20. 64
  21. train the model
  22. test on new photos
  23. correct bad labels
  24. work out the accuracy
  25. 45
  26. 20
  27. choose what to sort
  28. test on new photos
  29. recheck every label
  30. set aside test photos
  31. 152
  32. split train and test
  33. pick a question to solve
  34. test on new photos
  35. train the model
  36. train the model
  37. work out the accuracy
  38. 24
  39. 3
  40. more labelled examples

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