Build Your Own AI Project Worksheet

AI for students lesson 23: Design a tiny AI project · Set 444 · 40 questions

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.

1. 1.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) more labelled examples (c) fewer examples (d) a new colour screen
2. 2.⚖️ Two recycling sorter models were tested on the same 10 waste photos. Model A got 10 right and Model B got 6 right. How many percentage points more accurate is Model A?
3. 3.📋 Planning an AI project: which comes first — recheck every label or work out the accuracy? (a) recheck every label (b) work out the accuracy
4. 4.🧪 What is accuracy? (a) correct + total (b) total − correct (c) total × 2 (d) correct ÷ total × 100
5. 5.📋 Planning an AI project: which comes first — recheck every label or let it learn patterns? (a) recheck every label (b) let it learn patterns
6. 6.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to see if it learned (c) to make it bigger (d) to save paper
7. 7.🧪 You can plan a simple AI project with… (a) a secret password (b) only a big robot (c) paper and examples (d) nothing at all
8. 8.📋 Planning an AI project: which comes first — let it learn patterns or try unseen examples? (a) let it learn patterns (b) try unseen examples
9. 9.🎯 Aarav’s handwriting reader is 60% accurate. If it is tested on 70 new handwritten letters, how many should it get right?
10. 10.📋 Planning an AI project: which comes first — set aside test photos or calculate percent right? (a) set aside test photos (b) calculate percent right
11. 11.🎯 Arjun’s leaf identifier is 90% accurate. If it is tested on 20 new leaf photos, how many should it get right?
12. 12.🎯 Saanvi’s fruit sorter is 80% accurate. If it is tested on 100 new fruit photos, how many should it get right?
13. 13.🎯 Aarav’s leaf identifier was tested on 10 new leaf photos and got 9 right. What is its accuracy in percent?
14. 14.❌ Saanvi’s spam spotter was tested on 30 new messages and got 24 right. How many did it get wrong?
15. 15.📋 Planning an AI project: which comes first — recheck every label or pick a question to solve? (a) recheck every label (b) pick a question to solve
16. 16.📋 Planning an AI project: which comes first — train the model or split train and test? (a) train the model (b) split train and test
17. 17.📋 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
18. 18.📋 Planning an AI project: which comes first — recheck every label or collect fruit photos? (a) recheck every label (b) collect fruit photos
19. 19.📋 Planning an AI project: which comes first — calculate percent right or fix it and test again? (a) calculate percent right (b) fix it and test again
20. 20.📦 Diya collected 90 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
21. 21.❌ Vihaan’s spam spotter was tested on 41 new messages and got 37 right. How many did it get wrong?
22. 22.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 10 right and Model B got 6 right. How many percentage points more accurate is Model A?
23. 23.🎯 Ishaan’s spam spotter was tested on 50 new messages and got 42 right. What is its accuracy in percent?
24. 24.📋 Planning an AI project: which comes first — gather many examples or try unseen examples? (a) gather many examples (b) try unseen examples
25. 25.🎯 Nisha’s fruit sorter was tested on 20 new fruit photos and got 10 right. What is its accuracy in percent?
26. 26.🎯 Diya’s fruit sorter was tested on 4 new fruit photos and got 3 right. What is its accuracy in percent?
27. 27.❌ Saanvi’s recycling sorter was tested on 44 new waste photos and got 42 right. How many did it get wrong?
28. 28.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
29. 29.📋 Planning an AI project: which comes first — gather many examples or tag each photo by type? (a) gather many examples (b) tag each photo by type
30. 30.📋 Planning an AI project: which comes first — calculate percent right or try unseen examples? (a) calculate percent right (b) try unseen examples
31. 31.🎯 Diya’s fruit sorter is 60% accurate. If it is tested on 50 new fruit photos, how many should it get right?
32. 32.📦 Meera collected 80 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
33. 33.📋 Planning an AI project: which comes first — calculate percent right or split train and test? (a) calculate percent right (b) split train and test
34. 34.🎯 Diya’s spam spotter is 50% accurate. If it is tested on 60 new messages, how many should it get right?
35. 35.🎯 Rohan’s recycling sorter is 70% accurate. If it is tested on 90 new waste photos, how many should it get right?
36. 36.❌ Arjun’s bird-song app was tested on 26 new bird songs and got 24 right. How many did it get wrong?
37. 37.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 47 right and Model B got 34 right. How many percentage points more accurate is Model A?
38. 38.📋 Planning an AI project: which comes first — let it learn patterns or recheck every label? (a) let it learn patterns (b) recheck every label
39. 39.📋 Planning an AI project: which comes first — fix it and test again or gather many examples? (a) fix it and test again (b) gather many examples
40. 40.📦 Saanvi collected 90 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?

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