Build Your Own AI Project Worksheet
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.🎯 Kabir’s spam spotter is 80% accurate. If it is tested on 10 new messages, how many should it get right?
- 2.📋 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
- 3.🧪 You can plan a simple AI project with… (a) nothing at all (b) only a big robot (c) paper and examples (d) a secret password
- 4.🎯 Ananya’s leaf identifier was tested on 10 new leaf photos and got 5 right. What is its accuracy in percent?
- 5.🎯 Rohan’s fruit sorter is 90% accurate. If it is tested on 60 new fruit photos, how many should it get right?
- 6.❌ Rohan’s handwriting reader was tested on 40 new handwritten letters and got 35 right. How many did it get wrong?
- 7.📋 Planning an AI project: which comes first — recheck every label or split train and test? (a) recheck every label (b) split train and test
- 8.📋 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
- 9.🎯 Saanvi’s recycling sorter is 50% accurate. If it is tested on 90 new waste photos, how many should it get right?
- 10.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
- 11.🎯 Kabir’s fruit sorter is 60% accurate. If it is tested on 90 new fruit photos, how many should it get right?
- 12.📦 Vihaan collected 200 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 13.🎯 Meera’s fruit sorter is 60% accurate. If it is tested on 100 new fruit photos, how many should it get right?
- 14.🎯 Aarav’s recycling sorter was tested on 50 new waste photos and got 37 right. What is its accuracy in percent?
- 15.🧪 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
- 16.🎯 Nisha’s fruit sorter is 80% accurate. If it is tested on 30 new fruit photos, how many should it get right?
- 17.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 47 right and Model B got 36 right. How many percentage points more accurate is Model A?
- 18.📋 Planning an AI project: which comes first — work out the accuracy or collect fruit photos? (a) work out the accuracy (b) collect fruit photos
- 19.🎯 Arjun’s spam spotter is 70% accurate. If it is tested on 100 new messages, how many should it get right?
- 20.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 25 right and Model B got 22 right. How many percentage points more accurate is Model A?
- 21.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
- 22.🎯 Ishaan’s handwriting reader was tested on 25 new handwritten letters and got 22 right. What is its accuracy in percent?
- 23.📦 Meera collected 120 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 24.📦 Tara collected 200 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 25.🎯 Saanvi’s leaf identifier was tested on 20 new leaf photos and got 17 right. What is its accuracy in percent?
- 26.🎯 Aarav’s leaf identifier is 70% accurate. If it is tested on 60 new leaf photos, how many should it get right?
- 27.📋 Planning an AI project: which comes first — calculate percent right or gather many examples? (a) calculate percent right (b) gather many examples
- 28.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 8 right and Model B got 7 right. How many percentage points more accurate is Model A?
- 29.📋 Planning an AI project: which comes first — gather many examples or pick a question to solve? (a) gather many examples (b) pick a question to solve
- 30.📋 Planning an AI project: which comes first — try unseen examples or split train and test? (a) try unseen examples (b) split train and test
- 31.📦 Ananya collected 130 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 32.📋 Planning an AI project: which comes first — gather many examples or label each example? (a) gather many examples (b) label each example
- 33.🎯 Aarav’s handwriting reader was tested on 10 new handwritten letters and got 6 right. What is its accuracy in percent?
- 34.📋 Planning an AI project: which comes first — train the model or fix it and test again? (a) train the model (b) fix it and test again
- 35.🎯 Aarav’s fruit sorter was tested on 20 new fruit photos and got 17 right. What is its accuracy in percent?
- 36.🎯 Aarav’s fruit sorter was tested on 50 new fruit photos and got 31 right. What is its accuracy in percent?
- 37.📦 Rohan collected 150 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 38.🎯 Arjun’s bird-song app was tested on 4 new bird songs and got 4 right. What is its accuracy in percent?
- 39.🎯 Tara’s bird-song app was tested on 4 new bird songs and got 2 right. What is its accuracy in percent?
- 40.📋 Planning an AI project: which comes first — gather many examples or let it learn patterns? (a) gather many examples (b) let it learn patterns
Answer key
- 8
- calculate percent right
- paper and examples
- 50
- 54
- 5
- recheck every label
- split train and test
- 45
- test on new photos
- 54
- 160
- 60
- 74
- to see if it learned
- 24
- 22
- collect fruit photos
- 70
- 12
- calculate percent right
- 88
- 96
- 160
- 85
- 42
- gather many examples
- 10
- pick a question to solve
- split train and test
- 104
- gather many examples
- 60
- train the model
- 85
- 62
- 120
- 100
- 50
- gather many examples
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