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AI for students lesson 23: Design a tiny AI project · Set 175 · 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) only a big robot (c) nothing at all (d) paper and examples
  2. 2.❌ Ishaan’s leaf identifier was tested on 21 new leaf photos and got 12 right. How many did it get wrong?
  3. 3.❌ Arjun’s fruit sorter was tested on 50 new fruit photos and got 42 right. How many did it get wrong?
  4. 4.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  5. 5.🎯 Diya’s handwriting reader is 50% accurate. If it is tested on 50 new handwritten letters, how many should it get right?
  6. 6.🧪 What is accuracy? (a) correct + total (b) total − correct (c) total × 2 (d) correct ÷ total × 100
  7. 7.🧪 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
  8. 8.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 10 right and Model B got 7 right. How many percentage points more accurate is Model A?
  9. 9.🎯 Nisha’s fruit sorter was tested on 50 new fruit photos and got 50 right. What is its accuracy in percent?
  10. 10.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 13 right and Model B got 12 right. How many percentage points more accurate is Model A?
  11. 11.📋 Planning an AI project: which comes first — test on new photos or choose what to sort? (a) test on new photos (b) choose what to sort
  12. 12.❌ Nisha’s spam spotter was tested on 25 new messages and got 21 right. How many did it get wrong?
  13. 13.🎯 Ananya’s bird-song app is 80% accurate. If it is tested on 60 new bird songs, how many should it get right?
  14. 14.📋 Planning an AI project: which comes first — test on new photos or split train and test? (a) test on new photos (b) split train and test
  15. 15.📦 Saanvi collected 80 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  16. 16.📋 Planning an AI project: which comes first — tag each photo by type or choose what to sort? (a) tag each photo by type (b) choose what to sort
  17. 17.🎯 Nisha’s recycling sorter is 50% accurate. If it is tested on 50 new waste photos, how many should it get right?
  18. 18.📋 Planning an AI project: which comes first — train the model or test on new photos? (a) train the model (b) test on new photos
  19. 19.🎯 Rohan’s bird-song app was tested on 25 new bird songs and got 17 right. What is its accuracy in percent?
  20. 20.🎯 Diya’s fruit sorter is 80% accurate. If it is tested on 30 new fruit photos, how many should it get right?
  21. 21.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
  22. 22.❌ Aarav’s bird-song app was tested on 23 new bird songs and got 15 right. How many did it get wrong?
  23. 23.📋 Planning an AI project: which comes first — collect fruit photos or correct bad labels? (a) collect fruit photos (b) correct bad labels
  24. 24.📋 Planning an AI project: which comes first — test on new photos or work out the accuracy? (a) test on new photos (b) work out the accuracy
  25. 25.🎯 Meera’s leaf identifier is 50% accurate. If it is tested on 50 new leaf photos, how many should it get right?
  26. 26.📦 Aarav collected 180 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
  27. 27.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
  28. 28.📋 Planning an AI project: which comes first — calculate percent right or let it learn patterns? (a) calculate percent right (b) let it learn patterns
  29. 29.❌ Kabir’s handwriting reader was tested on 15 new handwritten letters and got 14 right. How many did it get wrong?
  30. 30.📦 Vihaan collected 100 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
  31. 31.🎯 Ishaan’s recycling sorter is 90% accurate. If it is tested on 40 new waste photos, how many should it get right?
  32. 32.🎯 Aarav’s recycling sorter was tested on 5 new waste photos and got 5 right. What is its accuracy in percent?
  33. 33.🎯 Vihaan’s leaf identifier is 50% accurate. If it is tested on 90 new leaf photos, how many should it get right?
  34. 34.🎯 Tara’s spam spotter was tested on 4 new messages and got 3 right. What is its accuracy in percent?
  35. 35.🎯 Kabir’s bird-song app is 90% accurate. If it is tested on 40 new bird songs, how many should it get right?
  36. 36.📋 Planning an AI project: which comes first — collect fruit photos or calculate percent right? (a) collect fruit photos (b) calculate percent right
  37. 37.📋 Planning an AI project: which comes first — work out the accuracy or set aside test photos? (a) work out the accuracy (b) set aside test photos
  38. 38.📋 Planning an AI project: which comes first — work out the accuracy or tag each photo by type? (a) work out the accuracy (b) tag each photo by type
  39. 39.📋 Planning an AI project: which comes first — let it learn patterns or label each example? (a) let it learn patterns (b) label each example
  40. 40.📋 Planning an AI project: which comes first — train the model or work out the accuracy? (a) train the model (b) work out the accuracy

Answer key

  1. paper and examples
  2. 9
  3. 8
  4. work out the accuracy
  5. 25
  6. correct ÷ total × 100
  7. to see if it learned
  8. 30
  9. 100
  10. 5
  11. choose what to sort
  12. 4
  13. 48
  14. split train and test
  15. 64
  16. choose what to sort
  17. 25
  18. train the model
  19. 68
  20. 24
  21. calculate percent right
  22. 8
  23. collect fruit photos
  24. test on new photos
  25. 25
  26. 144
  27. 10
  28. let it learn patterns
  29. 1
  30. 80
  31. 36
  32. 100
  33. 45
  34. 75
  35. 36
  36. collect fruit photos
  37. set aside test photos
  38. tag each photo by type
  39. label each example
  40. train the model

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