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AI for students lesson 23: Design a tiny AI project · Set 712 · 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.🧪 You can plan a simple AI project with… (a) a secret password (b) nothing at all (c) only a big robot (d) paper and examples
  2. 2.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
  3. 3.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) more labelled examples (c) fewer examples (d) a louder speaker
  4. 4.🎯 Nisha’s handwriting reader was tested on 25 new handwritten letters and got 21 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 bigger (b) to see if it learned (c) to make it faster (d) to save paper
  6. 6.🎯 Meera’s fruit sorter was tested on 4 new fruit photos and got 2 right. What is its accuracy in percent?
  7. 7.🎯 Vihaan’s spam spotter was tested on 4 new messages and got 3 right. What is its accuracy in percent?
  8. 8.📋 Planning an AI project: which comes first — work out the accuracy or pick a question to solve? (a) work out the accuracy (b) pick a question to solve
  9. 9.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 9 right and Model B got 5 right. How many percentage points more accurate is Model A?
  10. 10.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 50 right and Model B got 34 right. How many percentage points more accurate is Model A?
  11. 11.📋 Planning an AI project: which comes first — let it learn patterns or try unseen examples? (a) let it learn patterns (b) try unseen examples
  12. 12.❌ Ishaan’s recycling sorter was tested on 46 new waste photos and got 44 right. How many did it get wrong?
  13. 13.📋 Planning an AI project: which comes first — let it learn patterns or fix it and test again? (a) let it learn patterns (b) fix it and test again
  14. 14.🎯 Diya’s bird-song app is 50% accurate. If it is tested on 40 new bird songs, how many should it get right?
  15. 15.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 16 right and Model B got 13 right. How many percentage points more accurate is Model A?
  16. 16.📦 Ishaan collected 100 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  17. 17.🎯 Kabir’s recycling sorter was tested on 10 new waste photos and got 9 right. What is its accuracy in percent?
  18. 18.📋 Planning an AI project: which comes first — collect fruit photos or label each example? (a) collect fruit photos (b) label each example
  19. 19.🎯 Rohan’s leaf identifier was tested on 25 new leaf photos and got 16 right. What is its accuracy in percent?
  20. 20.🎯 Ananya’s recycling sorter was tested on 5 new waste photos and got 3 right. What is its accuracy in percent?
  21. 21.📋 Planning an AI project: which comes first — pick a question to solve or correct bad labels? (a) pick a question to solve (b) correct bad labels
  22. 22.❌ Ananya’s leaf identifier was tested on 43 new leaf photos and got 39 right. How many did it get wrong?
  23. 23.🎯 Diya’s leaf identifier was tested on 5 new leaf photos and got 5 right. What is its accuracy in percent?
  24. 24.🧪 What is accuracy? (a) correct + total (b) correct ÷ total × 100 (c) total × 2 (d) total − correct
  25. 25.🎯 Rohan’s leaf identifier is 80% accurate. If it is tested on 10 new leaf photos, how many should it get right?
  26. 26.📋 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
  27. 27.📋 Planning an AI project: which comes first — tag each photo by type or recheck every label? (a) tag each photo by type (b) recheck every label
  28. 28.📋 Planning an AI project: which comes first — gather many examples or calculate percent right? (a) gather many examples (b) calculate percent right
  29. 29.📦 Aarav collected 200 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  30. 30.📋 Planning an AI project: which comes first — test on new photos or set aside test photos? (a) test on new photos (b) set aside test photos
  31. 31.❌ Saanvi’s handwriting reader was tested on 33 new handwritten letters and got 25 right. How many did it get wrong?
  32. 32.📋 Planning an AI project: which comes first — train the model or calculate percent right? (a) train the model (b) calculate percent right
  33. 33.🎯 Vihaan’s recycling sorter was tested on 25 new waste photos and got 20 right. What is its accuracy in percent?
  34. 34.📋 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
  35. 35.📋 Planning an AI project: which comes first — set aside test photos or calculate percent right? (a) set aside test photos (b) calculate percent right
  36. 36.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 38 right and Model B got 34 right. How many percentage points more accurate is Model A?
  37. 37.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 21 right and Model B got 18 right. How many percentage points more accurate is Model A?
  38. 38.🎯 Vihaan’s fruit sorter is 70% accurate. If it is tested on 80 new fruit photos, how many should it get right?
  39. 39.⚖️ Two leaf identifier models were tested on the same 20 leaf photos. Model A got 17 right and Model B got 11 right. How many percentage points more accurate is Model A?
  40. 40.📋 Planning an AI project: which comes first — set aside test photos or fix it and test again? (a) set aside test photos (b) fix it and test again

Answer key

  1. paper and examples
  2. calculate percent right
  3. more labelled examples
  4. 84
  5. to see if it learned
  6. 50
  7. 75
  8. pick a question to solve
  9. 40
  10. 32
  11. let it learn patterns
  12. 2
  13. let it learn patterns
  14. 20
  15. 12
  16. 80
  17. 90
  18. collect fruit photos
  19. 64
  20. 60
  21. pick a question to solve
  22. 4
  23. 100
  24. correct ÷ total × 100
  25. 8
  26. work out the accuracy
  27. tag each photo by type
  28. gather many examples
  29. 160
  30. set aside test photos
  31. 8
  32. train the model
  33. 80
  34. let it learn patterns
  35. set aside test photos
  36. 8
  37. 12
  38. 56
  39. 30
  40. set aside test photos

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