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 — pick a question to solve or test on new photos? (a) pick a question to solve (b) test on new photos
- 2.📦 Kabir collected 160 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 3.🎯 Arjun’s bird-song app was tested on 4 new bird songs and got 2 right. What is its accuracy in percent?
- 4.🎯 Rohan’s bird-song app is 90% accurate. If it is tested on 100 new bird songs, how many should it get right?
- 5.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a new colour screen (c) more labelled examples (d) a louder speaker
- 6.🎯 Arjun’s leaf identifier was tested on 25 new leaf photos and got 24 right. What is its accuracy in percent?
- 7.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
- 8.🧪 What is accuracy? (a) total − correct (b) correct ÷ total × 100 (c) correct + total (d) total × 2
- 9.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 10 right and Model B got 8 right. How many percentage points more accurate is Model A?
- 10.📋 Planning an AI project: which comes first — correct bad labels or collect fruit photos? (a) correct bad labels (b) collect fruit photos
- 11.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 20 right and Model B got 17 right. How many percentage points more accurate is Model A?
- 12.📋 Planning an AI project: which comes first — pick a question to solve or fix it and test again? (a) pick a question to solve (b) fix it and test again
- 13.📋 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
- 14.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to make it bigger (c) to see if it learned (d) to save paper
- 15.📋 Planning an AI project: which comes first — fix it and test again or choose what to sort? (a) fix it and test again (b) choose what to sort
- 16.📋 Planning an AI project: which comes first — set aside test photos or test on new photos? (a) set aside test photos (b) test on new photos
- 17.📋 Planning an AI project: which comes first — set aside test photos or try unseen examples? (a) set aside test photos (b) try unseen examples
- 18.📦 Vihaan collected 200 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 19.🎯 Diya’s leaf identifier is 50% accurate. If it is tested on 90 new leaf photos, how many should it get right?
- 20.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 8 right and Model B got 6 right. How many percentage points more accurate is Model A?
- 21.📋 Planning an AI project: which comes first — tag each photo by type or pick a question to solve? (a) tag each photo by type (b) pick a question to solve
- 22.❌ Saanvi’s spam spotter was tested on 19 new messages and got 18 right. How many did it get wrong?
- 23.❌ Diya’s recycling sorter was tested on 32 new waste photos and got 23 right. How many did it get wrong?
- 24.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 50 right and Model B got 49 right. How many percentage points more accurate is Model A?
- 25.⚖️ Two leaf identifier models were tested on the same 25 leaf photos. Model A got 16 right and Model B got 15 right. How many percentage points more accurate is Model A?
- 26.🎯 Saanvi’s spam spotter is 60% accurate. If it is tested on 20 new messages, how many should it get right?
- 27.⚖️ Two bird-song app models were tested on the same 25 bird songs. Model A got 24 right and Model B got 23 right. How many percentage points more accurate is Model A?
- 28.📋 Planning an AI project: which comes first — tag each photo by type or let it learn patterns? (a) tag each photo by type (b) let it learn patterns
- 29.📋 Planning an AI project: which comes first — work out the accuracy or test on new photos? (a) work out the accuracy (b) test on new photos
- 30.📋 Planning an AI project: which comes first — test on new photos or pick a question to solve? (a) test on new photos (b) pick a question to solve
- 31.🎯 Saanvi’s bird-song app was tested on 5 new bird songs and got 5 right. What is its accuracy in percent?
- 32.📋 Planning an AI project: which comes first — try unseen examples or fix it and test again? (a) try unseen examples (b) fix it and test again
- 33.❌ Diya’s recycling sorter was tested on 21 new waste photos and got 16 right. How many did it get wrong?
- 34.📋 Planning an AI project: which comes first — label each example or let it learn patterns? (a) label each example (b) let it learn patterns
- 35.📋 Planning an AI project: which comes first — choose what to sort or train the model? (a) choose what to sort (b) train the model
- 36.📦 Arjun collected 50 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
- 37.📋 Planning an AI project: which comes first — let it learn patterns or pick a question to solve? (a) let it learn patterns (b) pick a question to solve
- 38.📋 Planning an AI project: which comes first — let it learn patterns or collect fruit photos? (a) let it learn patterns (b) collect fruit photos
- 39.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 18 right and Model B got 12 right. How many percentage points more accurate is Model A?
- 40.🧪 You can plan a simple AI project with… (a) a secret password (b) paper and examples (c) only a big robot (d) nothing at all
Answer key
- pick a question to solve
- 128
- 50
- 90
- more labelled examples
- 96
- 10
- correct ÷ total × 100
- 20
- collect fruit photos
- 15
- pick a question to solve
- test on new photos
- to see if it learned
- choose what to sort
- set aside test photos
- set aside test photos
- 160
- 45
- 20
- pick a question to solve
- 1
- 9
- 2
- 4
- 12
- 4
- tag each photo by type
- test on new photos
- pick a question to solve
- 100
- try unseen examples
- 5
- label each example
- choose what to sort
- 40
- pick a question to solve
- collect fruit photos
- 30
- paper and examples
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students