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AI for students lesson 23: Design a tiny AI project · Set 93 · 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 — let it learn patterns or pick a question to solve? (a) let it learn patterns (b) pick a question to solve
  2. 2.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
  3. 3.🎯 Arjun’s recycling sorter was tested on 25 new waste photos and got 20 right. What is its accuracy in percent?
  4. 4.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
  5. 5.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) a louder speaker (c) fewer examples (d) a new colour screen
  6. 6.🧪 You can plan a simple AI project with… (a) a secret password (b) paper and examples (c) only a big robot (d) nothing at all
  7. 7.📋 Planning an AI project: which comes first — test on new photos or recheck every label? (a) test on new photos (b) recheck every label
  8. 8.❌ Vihaan’s leaf identifier was tested on 16 new leaf photos and got 13 right. How many did it get wrong?
  9. 9.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 22 right and Model B got 17 right. How many percentage points more accurate is Model A?
  10. 10.⚖️ Two recycling sorter models were tested on the same 20 waste photos. Model A got 20 right and Model B got 18 right. How many percentage points more accurate is Model A?
  11. 11.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to make it bigger (c) to save paper (d) to see if it learned
  12. 12.📋 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
  13. 13.📋 Planning an AI project: which comes first — train the model or gather many examples? (a) train the model (b) gather many examples
  14. 14.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
  15. 15.❌ Ishaan’s spam spotter was tested on 36 new messages and got 35 right. How many did it get wrong?
  16. 16.📋 Planning an AI project: which comes first — calculate percent right or tag each photo by type? (a) calculate percent right (b) tag each photo by type
  17. 17.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) correct ÷ total × 100 (d) total − correct
  18. 18.📋 Planning an AI project: which comes first — train the model or calculate percent right? (a) train the model (b) calculate percent right
  19. 19.🎯 Arjun’s recycling sorter was tested on 20 new waste photos and got 10 right. What is its accuracy in percent?
  20. 20.🎯 Diya’s fruit sorter was tested on 5 new fruit photos and got 4 right. What is its accuracy in percent?
  21. 21.❌ Kabir’s bird-song app was tested on 13 new bird songs and got 11 right. How many did it get wrong?
  22. 22.🎯 Ananya’s spam spotter was tested on 20 new messages and got 12 right. What is its accuracy in percent?
  23. 23.⚖️ Two handwriting reader models were tested on the same 25 handwritten letters. Model A got 17 right and Model B got 16 right. How many percentage points more accurate is Model A?
  24. 24.📦 Vihaan collected 100 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
  25. 25.📦 Kabir collected 40 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
  26. 26.📋 Planning an AI project: which comes first — improve data, retest or let it learn patterns? (a) improve data, retest (b) let it learn patterns
  27. 27.📋 Planning an AI project: which comes first — pick a question to solve or tag each photo by type? (a) pick a question to solve (b) tag each photo by type
  28. 28.🎯 Vihaan’s fruit sorter was tested on 4 new fruit photos and got 2 right. What is its accuracy in percent?
  29. 29.📋 Planning an AI project: which comes first — test on new photos or pick a question to solve? (a) test on new photos (b) pick a question to solve
  30. 30.❌ Tara’s fruit sorter was tested on 17 new fruit photos and got 16 right. How many did it get wrong?
  31. 31.🎯 Diya’s recycling sorter was tested on 5 new waste photos and got 3 right. What is its accuracy in percent?
  32. 32.❌ Arjun’s leaf identifier was tested on 29 new leaf photos and got 22 right. How many did it get wrong?
  33. 33.🎯 Saanvi’s handwriting reader was tested on 5 new handwritten letters and got 4 right. What is its accuracy in percent?
  34. 34.📋 Planning an AI project: which comes first — collect fruit photos or label each example? (a) collect fruit photos (b) label each example
  35. 35.📋 Planning an AI project: which comes first — try unseen examples or work out the accuracy? (a) try unseen examples (b) work out the accuracy
  36. 36.📋 Planning an AI project: which comes first — work out the accuracy or try unseen examples? (a) work out the accuracy (b) try unseen examples
  37. 37.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 17 right and Model B got 11 right. How many percentage points more accurate is Model A?
  38. 38.🎯 Diya’s handwriting reader was tested on 50 new handwritten letters and got 47 right. What is its accuracy in percent?
  39. 39.📋 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
  40. 40.📋 Planning an AI project: which comes first — set aside test photos or train the model? (a) set aside test photos (b) train the model

Answer key

  1. pick a question to solve
  2. work out the accuracy
  3. 80
  4. work out the accuracy
  5. more labelled examples
  6. paper and examples
  7. recheck every label
  8. 3
  9. 20
  10. 10
  11. to see if it learned
  12. pick a question to solve
  13. gather many examples
  14. train the model
  15. 1
  16. tag each photo by type
  17. correct ÷ total × 100
  18. train the model
  19. 50
  20. 80
  21. 2
  22. 60
  23. 4
  24. 80
  25. 32
  26. let it learn patterns
  27. pick a question to solve
  28. 50
  29. pick a question to solve
  30. 1
  31. 60
  32. 7
  33. 80
  34. collect fruit photos
  35. try unseen examples
  36. try unseen examples
  37. 30
  38. 94
  39. pick a question to solve
  40. set aside test photos

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