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AI for students lesson 23: Design a tiny AI project · Set 885 · 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.📋 Planning an AI project: which comes first — work out the accuracy or choose what to sort? (a) work out the accuracy (b) choose what to sort
  2. 2.🧪 What is accuracy? (a) correct + total (b) total − correct (c) total × 2 (d) correct ÷ total × 100
  3. 3.🎯 Nisha’s handwriting reader was tested on 4 new handwritten letters and got 4 right. What is its accuracy in percent?
  4. 4.📋 Planning an AI project: which comes first — label each example or let it learn patterns? (a) label each example (b) let it learn patterns
  5. 5.🎯 Diya’s fruit sorter is 80% accurate. If it is tested on 60 new fruit photos, how many should it get right?
  6. 6.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 35 right and Model B got 28 right. How many percentage points more accurate is Model A?
  7. 7.📦 Saanvi collected 150 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  8. 8.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to make it faster (c) to make it bigger (d) to see if it learned
  9. 9.📋 Planning an AI project: which comes first — gather many examples or choose what to sort? (a) gather many examples (b) choose what to sort
  10. 10.🎯 Arjun’s handwriting reader is 50% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
  11. 11.❌ Ishaan’s spam spotter was tested on 38 new messages and got 36 right. How many did it get wrong?
  12. 12.📋 Planning an AI project: which comes first — set aside test photos or train the model? (a) set aside test photos (b) train the model
  13. 13.📋 Planning an AI project: which comes first — work out the accuracy or fix it and test again? (a) work out the accuracy (b) fix it and test again
  14. 14.🎯 Vihaan’s fruit sorter is 70% accurate. If it is tested on 10 new fruit photos, how many should it get right?
  15. 15.📋 Planning an AI project: which comes first — set aside test photos or correct bad labels? (a) set aside test photos (b) correct bad labels
  16. 16.🎯 Diya’s bird-song app is 60% accurate. If it is tested on 60 new bird songs, how many should it get right?
  17. 17.📋 Planning an AI project: which comes first — label each example or split train and test? (a) label each example (b) split train and test
  18. 18.🎯 Aarav’s handwriting reader is 50% accurate. If it is tested on 60 new handwritten letters, how many should it get right?
  19. 19.🎯 Aarav’s leaf identifier is 50% accurate. If it is tested on 20 new leaf photos, how many should it get right?
  20. 20.📋 Planning an AI project: which comes first — choose what to sort or label each example? (a) choose what to sort (b) label each example
  21. 21.📋 Planning an AI project: which comes first — test on new photos or collect fruit photos? (a) test on new photos (b) collect fruit photos
  22. 22.📋 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
  23. 23.🧪 You can plan a simple AI project with… (a) a secret password (b) only a big robot (c) nothing at all (d) paper and examples
  24. 24.📋 Planning an AI project: which comes first — set aside test photos or tag each photo by type? (a) set aside test photos (b) tag each photo by type
  25. 25.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
  26. 26.🎯 Kabir’s bird-song app is 90% accurate. If it is tested on 100 new bird songs, how many should it get right?
  27. 27.🎯 Meera’s spam spotter is 70% accurate. If it is tested on 100 new messages, how many should it get right?
  28. 28.📦 Nisha collected 60 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  29. 29.🎯 Ishaan’s fruit sorter was tested on 25 new fruit photos and got 24 right. What is its accuracy in percent?
  30. 30.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 9 right and Model B got 5 right. How many percentage points more accurate is Model A?
  31. 31.🎯 Nisha’s recycling sorter was tested on 5 new waste photos and got 3 right. What is its accuracy in percent?
  32. 32.📋 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
  33. 33.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 40 right and Model B got 37 right. How many percentage points more accurate is Model A?
  34. 34.📋 Planning an AI project: which comes first — try unseen examples or calculate percent right? (a) try unseen examples (b) calculate percent right
  35. 35.📋 Planning an AI project: which comes first — split train and test or correct bad labels? (a) split train and test (b) correct bad labels
  36. 36.📋 Planning an AI project: which comes first — improve data, retest or label each example? (a) improve data, retest (b) label each example
  37. 37.🎯 Tara’s bird-song app is 50% accurate. If it is tested on 30 new bird songs, how many should it get right?
  38. 38.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 8 right and Model B got 7 right. How many percentage points more accurate is Model A?
  39. 39.📦 Tara collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  40. 40.📋 Planning an AI project: which comes first — recheck every label or train the model? (a) recheck every label (b) train the model

Answer key

  1. choose what to sort
  2. correct ÷ total × 100
  3. 100
  4. label each example
  5. 48
  6. 14
  7. 120
  8. to see if it learned
  9. choose what to sort
  10. 5
  11. 2
  12. set aside test photos
  13. work out the accuracy
  14. 7
  15. correct bad labels
  16. 36
  17. label each example
  18. 30
  19. 10
  20. choose what to sort
  21. collect fruit photos
  22. pick a question to solve
  23. paper and examples
  24. tag each photo by type
  25. test on new photos
  26. 90
  27. 70
  28. 48
  29. 96
  30. 40
  31. 60
  32. pick a question to solve
  33. 6
  34. try unseen examples
  35. correct bad labels
  36. label each example
  37. 15
  38. 10
  39. 104
  40. recheck every label

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