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AI for students lesson 23: Design a tiny AI project · Set 590 · 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.⚖️ Two recycling sorter models were tested on the same 20 waste photos. Model A got 20 right and Model B got 15 right. How many percentage points more accurate is Model A?
  2. 2.🧪 You can plan a simple AI project with… (a) a secret password (b) paper and examples (c) nothing at all (d) only a big robot
  3. 3.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 8 right and Model B got 7 right. How many percentage points more accurate is Model A?
  4. 4.📋 Planning an AI project: which comes first — let it learn patterns or split train and test? (a) let it learn patterns (b) split train and test
  5. 5.📋 Planning an AI project: which comes first — choose what to sort or tag each photo by type? (a) choose what to sort (b) tag each photo by type
  6. 6.🧪 What is accuracy? (a) total × 2 (b) correct ÷ total × 100 (c) total − correct (d) correct + total
  7. 7.📋 Planning an AI project: which comes first — tag each photo by type or pick a question to solve? (a) tag each photo by type (b) pick a question to solve
  8. 8.❌ Saanvi’s bird-song app was tested on 48 new bird songs and got 39 right. How many did it get wrong?
  9. 9.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) fewer examples (c) a louder speaker (d) a new colour screen
  10. 10.🎯 Ananya’s bird-song app is 80% accurate. If it is tested on 100 new bird songs, how many should it get right?
  11. 11.📋 Planning an AI project: which comes first — fix it and test again or calculate percent right? (a) fix it and test again (b) calculate percent right
  12. 12.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 18 right and Model B got 13 right. How many percentage points more accurate is Model A?
  13. 13.❌ Saanvi’s recycling sorter was tested on 18 new waste photos and got 17 right. How many did it get wrong?
  14. 14.📋 Planning an AI project: which comes first — split train and test or gather many examples? (a) split train and test (b) gather many examples
  15. 15.📋 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
  16. 16.🎯 Kabir’s leaf identifier is 70% accurate. If it is tested on 10 new leaf photos, how many should it get right?
  17. 17.📦 Rohan collected 160 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  18. 18.📋 Planning an AI project: which comes first — improve data, retest or try unseen examples? (a) improve data, retest (b) try unseen examples
  19. 19.📋 Planning an AI project: which comes first — try unseen examples or train the model? (a) try unseen examples (b) train the model
  20. 20.📋 Planning an AI project: which comes first — test on new photos or correct bad labels? (a) test on new photos (b) correct bad labels
  21. 21.🎯 Ishaan’s leaf identifier is 60% accurate. If it is tested on 20 new leaf photos, how many should it get right?
  22. 22.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  23. 23.📋 Planning an AI project: which comes first — tag each photo by type or let it learn patterns? (a) tag each photo by type (b) let it learn patterns
  24. 24.📦 Ishaan collected 80 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  25. 25.📋 Planning an AI project: which comes first — pick a question to solve or label each example? (a) pick a question to solve (b) label each example
  26. 26.📋 Planning an AI project: which comes first — test on new photos or train the model? (a) test on new photos (b) train the model
  27. 27.📦 Aarav collected 190 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  28. 28.📦 Ishaan collected 150 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  29. 29.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  30. 30.🧪 Why must you test a model on examples it has NOT seen? (a) to see if it learned (b) to save paper (c) to make it faster (d) to make it bigger
  31. 31.🎯 Nisha’s spam spotter was tested on 25 new messages and got 20 right. What is its accuracy in percent?
  32. 32.🎯 Saanvi’s fruit sorter was tested on 5 new fruit photos and got 4 right. What is its accuracy in percent?
  33. 33.🎯 Ananya’s handwriting reader was tested on 5 new handwritten letters and got 3 right. What is its accuracy in percent?
  34. 34.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 9 right and Model B got 6 right. How many percentage points more accurate is Model A?
  35. 35.🎯 Saanvi’s leaf identifier was tested on 20 new leaf photos and got 18 right. What is its accuracy in percent?
  36. 36.📋 Planning an AI project: which comes first — improve data, retest or test on new photos? (a) improve data, retest (b) test on new photos
  37. 37.🎯 Diya’s fruit sorter was tested on 20 new fruit photos and got 12 right. What is its accuracy in percent?
  38. 38.🎯 Ananya’s leaf identifier was tested on 5 new leaf photos and got 3 right. What is its accuracy in percent?
  39. 39.🎯 Kabir’s fruit sorter is 50% accurate. If it is tested on 90 new fruit photos, how many should it get right?
  40. 40.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos

Answer key

  1. 25
  2. paper and examples
  3. 10
  4. split train and test
  5. choose what to sort
  6. correct ÷ total × 100
  7. pick a question to solve
  8. 9
  9. more labelled examples
  10. 80
  11. calculate percent right
  12. 25
  13. 1
  14. gather many examples
  15. tag each photo by type
  16. 7
  17. 128
  18. try unseen examples
  19. train the model
  20. correct bad labels
  21. 12
  22. work out the accuracy
  23. tag each photo by type
  24. 64
  25. pick a question to solve
  26. train the model
  27. 152
  28. 120
  29. test on new photos
  30. to see if it learned
  31. 80
  32. 80
  33. 60
  34. 30
  35. 90
  36. test on new photos
  37. 60
  38. 60
  39. 45
  40. test on new photos

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