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AI for students lesson 23: Design a tiny AI project · Set 798 · 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 bigger (b) to make it faster (c) to save paper (d) to see if it learned
  2. 2.🧪 You can plan a simple AI project with… (a) paper and examples (b) nothing at all (c) a secret password (d) only a big robot
  3. 3.📋 Planning an AI project: which comes first — choose what to sort or calculate percent right? (a) choose what to sort (b) calculate percent right
  4. 4.❌ Kabir’s leaf identifier was tested on 45 new leaf photos and got 37 right. How many did it get wrong?
  5. 5.📦 Rohan collected 160 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  6. 6.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 10 right and Model B got 8 right. How many percentage points more accurate is Model A?
  7. 7.⚖️ Two leaf identifier models were tested on the same 10 leaf photos. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  8. 8.📋 Planning an AI project: which comes first — collect fruit photos or correct bad labels? (a) collect fruit photos (b) correct bad labels
  9. 9.❌ Diya’s handwriting reader was tested on 22 new handwritten letters and got 13 right. How many did it get wrong?
  10. 10.🎯 Tara’s recycling sorter is 80% accurate. If it is tested on 70 new waste photos, how many should it get right?
  11. 11.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 47 right and Model B got 46 right. How many percentage points more accurate is Model A?
  12. 12.📋 Planning an AI project: which comes first — set aside test photos or gather many examples? (a) set aside test photos (b) gather many examples
  13. 13.🧪 What is accuracy? (a) total − correct (b) correct + total (c) correct ÷ total × 100 (d) total × 2
  14. 14.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 50 right and Model B got 46 right. How many percentage points more accurate is Model A?
  15. 15.📦 Kabir collected 120 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  16. 16.📋 Planning an AI project: which comes first — improve data, retest or collect fruit photos? (a) improve data, retest (b) collect fruit photos
  17. 17.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) fewer examples (c) more labelled examples (d) a louder speaker
  18. 18.📋 Planning an AI project: which comes first — fix it and test again or choose what to sort? (a) fix it and test again (b) choose what to sort
  19. 19.📋 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
  20. 20.📦 Diya collected 50 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  21. 21.❌ Nisha’s leaf identifier was tested on 42 new leaf photos and got 40 right. How many did it get wrong?
  22. 22.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
  23. 23.📋 Planning an AI project: which comes first — improve data, retest or let it learn patterns? (a) improve data, retest (b) let it learn patterns
  24. 24.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 47 right and Model B got 36 right. How many percentage points more accurate is Model A?
  25. 25.📋 Planning an AI project: which comes first — improve data, retest or train the model? (a) improve data, retest (b) train the model
  26. 26.📋 Planning an AI project: which comes first — work out the accuracy or let it learn patterns? (a) work out the accuracy (b) let it learn patterns
  27. 27.🎯 Ishaan’s handwriting reader is 70% accurate. If it is tested on 30 new handwritten letters, how many should it get right?
  28. 28.🎯 Ananya’s fruit sorter is 50% accurate. If it is tested on 100 new fruit photos, how many should it get right?
  29. 29.📦 Diya collected 190 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  30. 30.📋 Planning an AI project: which comes first — improve data, retest or test on new photos? (a) improve data, retest (b) test on new photos
  31. 31.📦 Ishaan collected 50 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  32. 32.📋 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
  33. 33.📦 Saanvi collected 60 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
  34. 34.📋 Planning an AI project: which comes first — try unseen examples or train the model? (a) try unseen examples (b) train the model
  35. 35.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
  36. 36.📋 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
  37. 37.📋 Planning an AI project: which comes first — split train and test or pick a question to solve? (a) split train and test (b) pick a question to solve
  38. 38.❌ Aarav’s fruit sorter was tested on 36 new fruit photos and got 34 right. How many did it get wrong?
  39. 39.📋 Planning an AI project: which comes first — train the model or set aside test photos? (a) train the model (b) set aside test photos
  40. 40.📋 Planning an AI project: which comes first — let it learn patterns or tag each photo by type? (a) let it learn patterns (b) tag each photo by type

Answer key

  1. to see if it learned
  2. paper and examples
  3. choose what to sort
  4. 8
  5. 128
  6. 20
  7. 10
  8. collect fruit photos
  9. 9
  10. 56
  11. 2
  12. gather many examples
  13. correct ÷ total × 100
  14. 8
  15. 96
  16. collect fruit photos
  17. more labelled examples
  18. choose what to sort
  19. pick a question to solve
  20. 40
  21. 2
  22. test on new photos
  23. let it learn patterns
  24. 22
  25. train the model
  26. let it learn patterns
  27. 21
  28. 50
  29. 152
  30. test on new photos
  31. 40
  32. work out the accuracy
  33. 48
  34. train the model
  35. collect fruit photos
  36. test on new photos
  37. pick a question to solve
  38. 2
  39. set aside test photos
  40. tag each photo by type

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