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.🎯 Nisha’s fruit sorter was tested on 25 new fruit photos and got 19 right. What is its accuracy in percent?
- 2.📋 Planning an AI project: which comes first — set aside test photos or work out the accuracy? (a) set aside test photos (b) work out the accuracy
- 3.📋 Planning an AI project: which comes first — try unseen examples or correct bad labels? (a) try unseen examples (b) correct bad labels
- 4.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) a new colour screen (c) more labelled examples (d) fewer examples
- 5.📦 Arjun collected 60 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 6.🧪 Why must you test a model on examples it has NOT seen? (a) to see if it learned (b) to save paper (c) to make it bigger (d) to make it faster
- 7.🎯 Arjun’s leaf identifier was tested on 25 new leaf photos and got 19 right. What is its accuracy in percent?
- 8.📋 Planning an AI project: which comes first — let it learn patterns or label each example? (a) let it learn patterns (b) label each example
- 9.📋 Planning an AI project: which comes first — try unseen examples or recheck every label? (a) try unseen examples (b) recheck every label
- 10.🎯 Tara’s handwriting reader is 70% accurate. If it is tested on 60 new handwritten letters, how many should it get right?
- 11.❌ Diya’s bird-song app was tested on 14 new bird songs and got 10 right. How many did it get wrong?
- 12.📦 Meera collected 40 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 13.🎯 Ishaan’s fruit sorter is 60% accurate. If it is tested on 70 new fruit photos, how many should it get right?
- 14.📋 Planning an AI project: which comes first — test on new photos or label each example? (a) test on new photos (b) label each example
- 15.❌ Meera’s bird-song app was tested on 48 new bird songs and got 39 right. How many did it get wrong?
- 16.🎯 Vihaan’s bird-song app is 60% accurate. If it is tested on 10 new bird songs, how many should it get right?
- 17.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
- 18.🎯 Nisha’s bird-song app was tested on 50 new bird songs and got 27 right. What is its accuracy in percent?
- 19.🎯 Tara’s leaf identifier was tested on 10 new leaf photos and got 5 right. What is its accuracy in percent?
- 20.🎯 Nisha’s recycling sorter is 50% accurate. If it is tested on 50 new waste photos, how many should it get right?
- 21.🎯 Ishaan’s leaf identifier is 50% accurate. If it is tested on 30 new leaf photos, how many should it get right?
- 22.❌ Vihaan’s leaf identifier was tested on 32 new leaf photos and got 27 right. How many did it get wrong?
- 23.📋 Planning an AI project: which comes first — tag each photo by type or gather many examples? (a) tag each photo by type (b) gather many examples
- 24.⚖️ Two recycling sorter models were tested on the same 20 waste photos. Model A got 20 right and Model B got 17 right. How many percentage points more accurate is Model A?
- 25.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 25 right and Model B got 20 right. How many percentage points more accurate is Model A?
- 26.🎯 Aarav’s leaf identifier was tested on 5 new leaf photos and got 3 right. What is its accuracy in percent?
- 27.🧪 What is accuracy? (a) correct + total (b) total − correct (c) total × 2 (d) correct ÷ total × 100
- 28.📋 Planning an AI project: which comes first — collect fruit photos or fix it and test again? (a) collect fruit photos (b) fix it and test again
- 29.📋 Planning an AI project: which comes first — train the model or improve data, retest? (a) train the model (b) improve data, retest
- 30.📦 Ananya collected 50 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 31.🎯 Meera’s fruit sorter was tested on 4 new fruit photos and got 2 right. What is its accuracy in percent?
- 32.🎯 Arjun’s handwriting reader was tested on 25 new handwritten letters and got 13 right. What is its accuracy in percent?
- 33.⚖️ Two handwriting reader models were tested on the same 10 handwritten letters. Model A got 8 right and Model B got 5 right. How many percentage points more accurate is Model A?
- 34.⚖️ Two recycling sorter models were tested on the same 10 waste photos. Model A got 10 right and Model B got 5 right. How many percentage points more accurate is Model A?
- 35.📋 Planning an AI project: which comes first — collect fruit photos or choose what to sort? (a) collect fruit photos (b) choose what to sort
- 36.📦 Rohan collected 40 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 37.🎯 Aarav’s spam spotter was tested on 20 new messages and got 10 right. What is its accuracy in percent?
- 38.📋 Planning an AI project: which comes first — test on new photos or train the model? (a) test on new photos (b) train the model
- 39.❌ Meera’s spam spotter was tested on 35 new messages and got 32 right. How many did it get wrong?
- 40.📋 Planning an AI project: which comes first — test on new photos or work out the accuracy? (a) test on new photos (b) work out the accuracy
Answer key
- 76
- set aside test photos
- correct bad labels
- more labelled examples
- 48
- to see if it learned
- 76
- label each example
- recheck every label
- 42
- 4
- 32
- 42
- label each example
- 9
- 6
- calculate percent right
- 54
- 50
- 25
- 15
- 5
- gather many examples
- 15
- 20
- 60
- correct ÷ total × 100
- collect fruit photos
- train the model
- 40
- 50
- 52
- 30
- 50
- choose what to sort
- 32
- 50
- train the model
- 3
- test on new photos
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students