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.📋 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
- 2.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) more labelled examples (b) a new colour screen (c) a louder speaker (d) fewer examples
- 3.📋 Planning an AI project: which comes first — let it learn patterns or gather many examples? (a) let it learn patterns (b) gather many examples
- 4.❌ Arjun’s leaf identifier was tested on 46 new leaf photos and got 42 right. How many did it get wrong?
- 5.📋 Planning an AI project: which comes first — improve data, retest or tag each photo by type? (a) improve data, retest (b) tag each photo by type
- 6.🎯 Ananya’s handwriting reader is 60% accurate. If it is tested on 80 new handwritten letters, how many should it get right?
- 7.📋 Planning an AI project: which comes first — set aside test photos or fix it and test again? (a) set aside test photos (b) fix it and test again
- 8.🧪 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 save paper (d) to make it bigger
- 9.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 37 right and Model B got 31 right. How many percentage points more accurate is Model A?
- 10.🧪 What is accuracy? (a) correct + total (b) correct ÷ total × 100 (c) total × 2 (d) total − correct
- 11.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
- 12.🎯 Meera’s spam spotter was tested on 10 new messages and got 6 right. What is its accuracy in percent?
- 13.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 17 right and Model B got 10 right. How many percentage points more accurate is Model A?
- 14.📋 Planning an AI project: which comes first — calculate percent right or set aside test photos? (a) calculate percent right (b) set aside test photos
- 15.❌ Vihaan’s fruit sorter was tested on 29 new fruit photos and got 20 right. How many did it get wrong?
- 16.📋 Planning an AI project: which comes first — fix it and test again or work out the accuracy? (a) fix it and test again (b) work out the accuracy
- 17.❌ Tara’s fruit sorter was tested on 23 new fruit photos and got 14 right. How many did it get wrong?
- 18.🎯 Meera’s handwriting reader is 90% accurate. If it is tested on 80 new handwritten letters, how many should it get right?
- 19.📦 Vihaan collected 150 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 20.📋 Planning an AI project: which comes first — split train and test or test on new photos? (a) split train and test (b) test on new photos
- 21.🎯 Diya’s bird-song app is 90% accurate. If it is tested on 50 new bird songs, how many should it get right?
- 22.🎯 Vihaan’s fruit sorter is 50% accurate. If it is tested on 40 new fruit photos, how many should it get right?
- 23.🧪 You can plan a simple AI project with… (a) nothing at all (b) a secret password (c) only a big robot (d) paper and examples
- 24.❌ Aarav’s recycling sorter was tested on 34 new waste photos and got 30 right. How many did it get wrong?
- 25.🎯 Nisha’s bird-song app was tested on 10 new bird songs and got 5 right. What is its accuracy in percent?
- 26.🎯 Tara’s recycling sorter is 70% accurate. If it is tested on 70 new waste photos, how many should it get right?
- 27.📋 Planning an AI project: which comes first — choose what to sort or test on new photos? (a) choose what to sort (b) test on new photos
- 28.🎯 Diya’s fruit sorter is 50% accurate. If it is tested on 90 new fruit photos, how many should it get right?
- 29.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 18 right and Model B got 17 right. How many percentage points more accurate is Model A?
- 30.🎯 Nisha’s bird-song app is 90% accurate. If it is tested on 100 new bird songs, how many should it get right?
- 31.📋 Planning an AI project: which comes first — correct bad labels or let it learn patterns? (a) correct bad labels (b) let it learn patterns
- 32.❌ Meera’s handwriting reader was tested on 24 new handwritten letters and got 20 right. How many did it get wrong?
- 33.📋 Planning an AI project: which comes first — tag each photo by type or train the model? (a) tag each photo by type (b) train the model
- 34.📋 Planning an AI project: which comes first — work out the accuracy or improve data, retest? (a) work out the accuracy (b) improve data, retest
- 35.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
- 36.📋 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
- 37.📋 Planning an AI project: which comes first — split train and test or label each example? (a) split train and test (b) label each example
- 38.📋 Planning an AI project: which comes first — work out the accuracy or correct bad labels? (a) work out the accuracy (b) correct bad labels
- 39.📋 Planning an AI project: which comes first — choose what to sort or let it learn patterns? (a) choose what to sort (b) let it learn patterns
- 40.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
Answer key
- work out the accuracy
- more labelled examples
- gather many examples
- 4
- tag each photo by type
- 48
- set aside test photos
- to see if it learned
- 12
- correct ÷ total × 100
- test on new photos
- 60
- 35
- set aside test photos
- 9
- work out the accuracy
- 9
- 72
- 120
- split train and test
- 45
- 20
- paper and examples
- 4
- 50
- 49
- choose what to sort
- 45
- 5
- 90
- correct bad labels
- 4
- tag each photo by type
- work out the accuracy
- calculate percent right
- train the model
- label each example
- correct bad labels
- choose what to sort
- test on new photos
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students