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.🎯 Vihaan’s recycling sorter was tested on 4 new waste photos and got 2 right. What is its accuracy in percent?
- 2.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) a new colour screen (c) fewer examples (d) more labelled examples
- 3.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) total − correct (d) correct ÷ total × 100
- 4.🎯 Saanvi’s bird-song app was tested on 50 new bird songs and got 43 right. What is its accuracy in percent?
- 5.📋 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
- 6.🎯 Diya’s fruit sorter is 80% accurate. If it is tested on 40 new fruit photos, how many should it get right?
- 7.🎯 Aarav’s leaf identifier was tested on 5 new leaf photos and got 5 right. What is its accuracy in percent?
- 8.🎯 Ananya’s bird-song app was tested on 4 new bird songs and got 3 right. What is its accuracy in percent?
- 9.🎯 Ananya’s spam spotter was tested on 25 new messages and got 14 right. What is its accuracy in percent?
- 10.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
- 11.🎯 Vihaan’s fruit sorter was tested on 10 new fruit photos and got 7 right. What is its accuracy in percent?
- 12.🎯 Aarav’s bird-song app was tested on 10 new bird songs and got 7 right. What is its accuracy in percent?
- 13.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 39 right and Model B got 35 right. How many percentage points more accurate is Model A?
- 14.🧪 You can plan a simple AI project with… (a) paper and examples (b) nothing at all (c) only a big robot (d) a secret password
- 15.📋 Planning an AI project: which comes first — split train and test or calculate percent right? (a) split train and test (b) calculate percent right
- 16.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 23 right and Model B got 21 right. How many percentage points more accurate is Model A?
- 17.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
- 18.🎯 Meera’s leaf identifier is 60% accurate. If it is tested on 90 new leaf photos, how many should it get right?
- 19.📦 Ishaan collected 200 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 20.📦 Nisha collected 60 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 21.📋 Planning an AI project: which comes first — gather many examples or calculate percent right? (a) gather many examples (b) calculate percent right
- 22.🎯 Diya’s handwriting reader is 60% accurate. If it is tested on 90 new handwritten letters, how many should it get right?
- 23.🎯 Nisha’s leaf identifier is 70% accurate. If it is tested on 100 new leaf photos, how many should it get right?
- 24.📋 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
- 25.🧪 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
- 26.📋 Planning an AI project: which comes first — recheck every label or calculate percent right? (a) recheck every label (b) calculate percent right
- 27.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
- 28.⚖️ Two fruit sorter models were tested on the same 20 fruit photos. Model A got 18 right and Model B got 16 right. How many percentage points more accurate is Model A?
- 29.🎯 Saanvi’s handwriting reader was tested on 20 new handwritten letters and got 13 right. What is its accuracy in percent?
- 30.❌ Nisha’s fruit sorter was tested on 14 new fruit photos and got 12 right. How many did it get wrong?
- 31.🎯 Ananya’s spam spotter was tested on 20 new messages and got 18 right. What is its accuracy in percent?
- 32.🎯 Ananya’s leaf identifier was tested on 50 new leaf photos and got 47 right. What is its accuracy in percent?
- 33.❌ Nisha’s handwriting reader was tested on 43 new handwritten letters and got 41 right. How many did it get wrong?
- 34.🎯 Aarav’s leaf identifier is 50% accurate. If it is tested on 30 new leaf photos, how many should it get right?
- 35.❌ Nisha’s recycling sorter was tested on 26 new waste photos and got 21 right. How many did it get wrong?
- 36.📦 Tara collected 170 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 37.📋 Planning an AI project: which comes first — label each example or work out the accuracy? (a) label each example (b) work out the accuracy
- 38.📋 Planning an AI project: which comes first — set aside test photos or label each example? (a) set aside test photos (b) label each example
- 39.🎯 Saanvi’s recycling sorter is 80% accurate. If it is tested on 80 new waste photos, how many should it get right?
- 40.🎯 Diya’s recycling sorter is 90% accurate. If it is tested on 70 new waste photos, how many should it get right?
Answer key
- 50
- more labelled examples
- correct ÷ total × 100
- 86
- tag each photo by type
- 32
- 100
- 75
- 56
- collect fruit photos
- 70
- 70
- 8
- paper and examples
- split train and test
- 8
- test on new photos
- 54
- 160
- 48
- gather many examples
- 54
- 70
- calculate percent right
- to see if it learned
- recheck every label
- work out the accuracy
- 10
- 65
- 2
- 90
- 94
- 2
- 15
- 5
- 136
- label each example
- label each example
- 64
- 63
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students