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.❌ Saanvi’s leaf identifier was tested on 22 new leaf photos and got 19 right. How many did it get wrong?
- 2.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
- 3.⚖️ 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?
- 4.🧪 What is accuracy? (a) total × 2 (b) total − correct (c) correct + total (d) correct ÷ total × 100
- 5.❌ Vihaan’s fruit sorter was tested on 50 new fruit photos and got 45 right. How many did it get wrong?
- 6.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to save paper (c) to make it faster (d) to see if it learned
- 7.🎯 Nisha’s handwriting reader is 60% accurate. If it is tested on 50 new handwritten letters, how many should it get right?
- 8.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
- 9.📦 Tara collected 40 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 10.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
- 11.⚖️ 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?
- 12.🧪 You can plan a simple AI project with… (a) only a big robot (b) nothing at all (c) a secret password (d) paper and examples
- 13.📋 Planning an AI project: which comes first — fix it and test again or pick a question to solve? (a) fix it and test again (b) pick a question to solve
- 14.📦 Ishaan collected 190 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
- 15.❌ Vihaan’s leaf identifier was tested on 48 new leaf photos and got 42 right. How many did it get wrong?
- 16.🎯 Vihaan’s fruit sorter is 80% accurate. If it is tested on 20 new fruit photos, how many should it get right?
- 17.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
- 18.📋 Planning an AI project: which comes first — correct bad labels or tag each photo by type? (a) correct bad labels (b) tag each photo by type
- 19.❌ Kabir’s recycling sorter was tested on 39 new waste photos and got 32 right. How many did it get wrong?
- 20.🎯 Arjun’s fruit sorter was tested on 50 new fruit photos and got 49 right. What is its accuracy in percent?
- 21.❌ Ishaan’s recycling sorter was tested on 50 new waste photos and got 47 right. How many did it get wrong?
- 22.📋 Planning an AI project: which comes first — collect fruit photos or try unseen examples? (a) collect fruit photos (b) try unseen examples
- 23.🎯 Meera’s spam spotter was tested on 50 new messages and got 36 right. What is its accuracy in percent?
- 24.📋 Planning an AI project: which comes first — fix it and test again or calculate percent right? (a) fix it and test again (b) calculate percent right
- 25.🎯 Vihaan’s fruit sorter was tested on 10 new fruit photos and got 10 right. What is its accuracy in percent?
- 26.🎯 Meera’s bird-song app is 90% accurate. If it is tested on 100 new bird songs, how many should it get right?
- 27.⚖️ Two spam spotter models were tested on the same 50 messages. Model A got 46 right and Model B got 41 right. How many percentage points more accurate is Model A?
- 28.❌ Ananya’s spam spotter was tested on 47 new messages and got 44 right. How many did it get wrong?
- 29.📋 Planning an AI project: which comes first — work out the accuracy or collect fruit photos? (a) work out the accuracy (b) collect fruit photos
- 30.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a louder speaker (c) more labelled examples (d) a new colour screen
- 31.📋 Planning an AI project: which comes first — label each example or collect fruit photos? (a) label each example (b) collect fruit photos
- 32.📋 Planning an AI project: which comes first — let it learn patterns or label each example? (a) let it learn patterns (b) label each example
- 33.🎯 Meera’s recycling sorter was tested on 25 new waste photos and got 23 right. What is its accuracy in percent?
- 34.📦 Saanvi collected 60 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 35.📦 Vihaan collected 130 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 36.📋 Planning an AI project: which comes first — improve data, retest or let it learn patterns? (a) improve data, retest (b) let it learn patterns
- 37.📦 Ishaan collected 200 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 38.📦 Aarav collected 140 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 39.❌ Aarav’s leaf identifier was tested on 21 new leaf photos and got 20 right. How many did it get wrong?
- 40.📋 Planning an AI project: which comes first — let it learn patterns or test on new photos? (a) let it learn patterns (b) test on new photos
Answer key
- 3
- collect fruit photos
- 20
- correct ÷ total × 100
- 5
- to see if it learned
- 30
- test on new photos
- 32
- train the model
- 10
- paper and examples
- pick a question to solve
- 152
- 6
- 16
- work out the accuracy
- tag each photo by type
- 7
- 98
- 3
- collect fruit photos
- 72
- calculate percent right
- 100
- 90
- 10
- 3
- collect fruit photos
- more labelled examples
- collect fruit photos
- label each example
- 92
- 48
- 104
- let it learn patterns
- 160
- 112
- 1
- let it learn patterns
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students