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.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 20 right and Model B got 18 right. How many percentage points more accurate is Model A?
- 2.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) total − correct (d) correct ÷ total × 100
- 3.🎯 Diya’s bird-song app is 50% accurate. If it is tested on 10 new bird songs, how many should it get right?
- 4.❌ Meera’s handwriting reader was tested on 46 new handwritten letters and got 45 right. How many did it get wrong?
- 5.🎯 Kabir’s recycling sorter was tested on 4 new waste photos and got 2 right. What is its accuracy in percent?
- 6.📦 Ishaan collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 7.📋 Planning an AI project: which comes first — set aside test photos or pick a question to solve? (a) set aside test photos (b) pick a question to solve
- 8.📦 Meera collected 100 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 9.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to see if it learned (c) to make it faster (d) to make it bigger
- 10.📋 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
- 11.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) more labelled examples (c) fewer examples (d) a louder speaker
- 12.🎯 Ishaan’s spam spotter was tested on 10 new messages and got 7 right. What is its accuracy in percent?
- 13.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
- 14.📋 Planning an AI project: which comes first — tag each photo by type or choose what to sort? (a) tag each photo by type (b) choose what to sort
- 15.❌ Arjun’s spam spotter was tested on 35 new messages and got 34 right. How many did it get wrong?
- 16.🧪 You can plan a simple AI project with… (a) paper and examples (b) nothing at all (c) a secret password (d) only a big robot
- 17.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos
- 18.📋 Planning an AI project: which comes first — pick a question to solve or split train and test? (a) pick a question to solve (b) split train and test
- 19.🎯 Vihaan’s handwriting reader is 80% accurate. If it is tested on 60 new handwritten letters, how many should it get right?
- 20.📋 Planning an AI project: which comes first — calculate percent right or collect fruit photos? (a) calculate percent right (b) collect fruit photos
- 21.📋 Planning an AI project: which comes first — label each example or work out the accuracy? (a) label each example (b) work out the accuracy
- 22.📦 Arjun collected 80 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 23.📦 Tara collected 120 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 24.🎯 Ananya’s bird-song app was tested on 50 new bird songs and got 39 right. What is its accuracy in percent?
- 25.🎯 Arjun’s fruit sorter is 50% accurate. If it is tested on 90 new fruit photos, how many should it get right?
- 26.📦 Kabir collected 190 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
- 27.📋 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
- 28.📋 Planning an AI project: which comes first — work out the accuracy or let it learn patterns? (a) work out the accuracy (b) let it learn patterns
- 29.📋 Planning an AI project: which comes first — work out the accuracy or split train and test? (a) work out the accuracy (b) split train and test
- 30.🎯 Tara’s recycling sorter was tested on 20 new waste photos and got 19 right. What is its accuracy in percent?
- 31.📋 Planning an AI project: which comes first — let it learn patterns or try unseen examples? (a) let it learn patterns (b) try unseen examples
- 32.📦 Rohan collected 70 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 33.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 19 right and Model B got 14 right. How many percentage points more accurate is Model A?
- 34.📋 Planning an AI project: which comes first — let it learn patterns or fix it and test again? (a) let it learn patterns (b) fix it and test again
- 35.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 18 right and Model B got 17 right. How many percentage points more accurate is Model A?
- 36.📦 Meera collected 130 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 37.🎯 Ananya’s bird-song app was tested on 20 new bird songs and got 11 right. What is its accuracy in percent?
- 38.❌ Tara’s handwriting reader was tested on 22 new handwritten letters and got 21 right. How many did it get wrong?
- 39.🎯 Arjun’s recycling sorter is 60% accurate. If it is tested on 30 new waste photos, how many should it get right?
- 40.📋 Planning an AI project: which comes first — fix it and test again or try unseen examples? (a) fix it and test again (b) try unseen examples
Answer key
- 10
- correct ÷ total × 100
- 5
- 1
- 50
- 104
- pick a question to solve
- 80
- to see if it learned
- calculate percent right
- more labelled examples
- 70
- work out the accuracy
- choose what to sort
- 1
- paper and examples
- test on new photos
- pick a question to solve
- 48
- collect fruit photos
- label each example
- 64
- 96
- 78
- 45
- 152
- calculate percent right
- let it learn patterns
- split train and test
- 95
- let it learn patterns
- 56
- 20
- let it learn patterns
- 5
- 104
- 55
- 1
- 18
- try unseen examples
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students