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.🧪 You can plan a simple AI project with… (a) paper and examples (b) a secret password (c) nothing at all (d) only a big robot
- 2.📋 Planning an AI project: which comes first — test on new photos or fix it and test again? (a) test on new photos (b) fix it and test again
- 3.📦 Vihaan collected 80 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
- 4.❌ Rohan’s recycling sorter was tested on 23 new waste photos and got 22 right. How many did it get wrong?
- 5.📋 Planning an AI project: which comes first — test on new photos or set aside test photos? (a) test on new photos (b) set aside test photos
- 6.🎯 Rohan’s bird-song app is 80% accurate. If it is tested on 10 new bird songs, how many should it get right?
- 7.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 50 right and Model B got 49 right. How many percentage points more accurate is Model A?
- 8.📦 Meera collected 180 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 9.❌ Ishaan’s recycling sorter was tested on 44 new waste photos and got 35 right. How many did it get wrong?
- 10.📋 Planning an AI project: which comes first — calculate percent right or pick a question to solve? (a) calculate percent right (b) pick a question to solve
- 11.📦 Ishaan collected 50 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 12.📋 Planning an AI project: which comes first — pick a question to solve or work out the accuracy? (a) pick a question to solve (b) work out the accuracy
- 13.🧪 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
- 14.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
- 15.🎯 Arjun’s leaf identifier is 60% accurate. If it is tested on 60 new leaf photos, how many should it get right?
- 16.📋 Planning an AI project: which comes first — set aside test photos or tag each photo by type? (a) set aside test photos (b) tag each photo by type
- 17.🧪 What is accuracy? (a) total × 2 (b) correct ÷ total × 100 (c) total − correct (d) correct + total
- 18.📋 Planning an AI project: which comes first — fix it and test again or let it learn patterns? (a) fix it and test again (b) let it learn patterns
- 19.📦 Vihaan collected 200 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 20.🧪 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
- 21.📋 Planning an AI project: which comes first — split train and test or train the model? (a) split train and test (b) train the model
- 22.📦 Kabir collected 110 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 23.📋 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
- 24.🎯 Kabir’s recycling sorter was tested on 10 new waste photos and got 7 right. What is its accuracy in percent?
- 25.🎯 Meera’s leaf identifier is 50% accurate. If it is tested on 90 new leaf photos, how many should it get right?
- 26.📦 Rohan collected 190 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 27.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
- 28.📋 Planning an AI project: which comes first — choose what to sort or label each example? (a) choose what to sort (b) label each example
- 29.📋 Planning an AI project: which comes first — choose what to sort or split train and test? (a) choose what to sort (b) split train and test
- 30.📋 Planning an AI project: which comes first — let it learn patterns or improve data, retest? (a) let it learn patterns (b) improve data, retest
- 31.📋 Planning an AI project: which comes first — correct bad labels or gather many examples? (a) correct bad labels (b) gather many examples
- 32.📦 Arjun collected 100 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 33.📋 Planning an AI project: which comes first — test on new photos or train the model? (a) test on new photos (b) train the model
- 34.🎯 Rohan’s handwriting reader is 50% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
- 35.⚖️ Two spam spotter models were tested on the same 50 messages. Model A got 47 right and Model B got 45 right. How many percentage points more accurate is Model A?
- 36.📋 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
- 37.❌ Diya’s handwriting reader was tested on 27 new handwritten letters and got 22 right. How many did it get wrong?
- 38.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
- 39.📋 Planning an AI project: which comes first — gather many examples or train the model? (a) gather many examples (b) train the model
- 40.🎯 Arjun’s leaf identifier is 70% accurate. If it is tested on 100 new leaf photos, how many should it get right?
Answer key
- paper and examples
- test on new photos
- 64
- 1
- set aside test photos
- 8
- 2
- 144
- 9
- pick a question to solve
- 40
- pick a question to solve
- to see if it learned
- calculate percent right
- 36
- tag each photo by type
- correct ÷ total × 100
- let it learn patterns
- 160
- more labelled examples
- split train and test
- 88
- choose what to sort
- 70
- 45
- 152
- calculate percent right
- choose what to sort
- choose what to sort
- let it learn patterns
- gather many examples
- 80
- train the model
- 10
- 4
- choose what to sort
- 5
- train the model
- gather many examples
- 70
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students