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.🎯 Meera’s recycling sorter is 90% accurate. If it is tested on 20 new waste photos, how many should it get right?
- 2.📦 Arjun collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 3.📦 Ishaan collected 170 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 4.📋 Planning an AI project: which comes first — split train and test or train the model? (a) split train and test (b) train the model
- 5.🎯 Kabir’s fruit sorter was tested on 4 new fruit photos and got 3 right. What is its accuracy in percent?
- 6.📋 Planning an AI project: which comes first — try unseen examples or choose what to sort? (a) try unseen examples (b) choose what to sort
- 7.🎯 Tara’s handwriting reader was tested on 4 new handwritten letters and got 4 right. What is its accuracy in percent?
- 8.📋 Planning an AI project: which comes first — recheck every label or label each example? (a) recheck every label (b) label each example
- 9.📋 Planning an AI project: which comes first — set aside test photos or gather many examples? (a) set aside test photos (b) gather many examples
- 10.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to save paper (c) to make it faster (d) to see if it learned
- 11.⚖️ Two fruit sorter models were tested on the same 50 fruit photos. Model A got 42 right and Model B got 37 right. How many percentage points more accurate is Model A?
- 12.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) fewer examples (c) more labelled examples (d) a new colour screen
- 13.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 47 right and Model B got 42 right. How many percentage points more accurate is Model A?
- 14.⚖️ Two spam spotter models were tested on the same 50 messages. Model A got 48 right and Model B got 31 right. How many percentage points more accurate is Model A?
- 15.📋 Planning an AI project: which comes first — test on new photos or tag each photo by type? (a) test on new photos (b) tag each photo by type
- 16.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
- 17.📋 Planning an AI project: which comes first — label each example or split train and test? (a) label each example (b) split train and test
- 18.🎯 Nisha’s handwriting reader is 90% accurate. If it is tested on 30 new handwritten letters, how many should it get right?
- 19.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 24 right and Model B got 19 right. How many percentage points more accurate is Model A?
- 20.📦 Arjun collected 140 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
- 21.❌ Arjun’s fruit sorter was tested on 21 new fruit photos and got 18 right. How many did it get wrong?
- 22.⚖️ Two spam spotter models were tested on the same 25 messages. Model A got 25 right and Model B got 24 right. How many percentage points more accurate is Model A?
- 23.📦 Aarav collected 170 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
- 24.📦 Ishaan collected 40 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 25.📋 Planning an AI project: which comes first — tag each photo by type or test on new photos? (a) tag each photo by type (b) test on new photos
- 26.📋 Planning an AI project: which comes first — correct bad labels or pick a question to solve? (a) correct bad labels (b) pick a question to solve
- 27.📋 Planning an AI project: which comes first — improve data, retest or train the model? (a) improve data, retest (b) train the model
- 28.⚖️ Two bird-song app models were tested on the same 20 bird songs. Model A got 18 right and Model B got 14 right. How many percentage points more accurate is Model A?
- 29.📋 Planning an AI project: which comes first — gather many examples or label each example? (a) gather many examples (b) label each example
- 30.🎯 Saanvi’s handwriting reader was tested on 20 new handwritten letters and got 11 right. What is its accuracy in percent?
- 31.📋 Planning an AI project: which comes first — split train and test or pick a question to solve? (a) split train and test (b) pick a question to solve
- 32.📋 Planning an AI project: which comes first — gather many examples or let it learn patterns? (a) gather many examples (b) let it learn patterns
- 33.📋 Planning an AI project: which comes first — work out the accuracy or train the model? (a) work out the accuracy (b) train the model
- 34.📋 Planning an AI project: which comes first — pick a question to solve or calculate percent right? (a) pick a question to solve (b) calculate percent right
- 35.❌ Arjun’s leaf identifier was tested on 29 new leaf photos and got 24 right. How many did it get wrong?
- 36.📦 Tara collected 120 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 37.📋 Planning an AI project: which comes first — label each example or set aside test photos? (a) label each example (b) set aside test photos
- 38.🧪 You can plan a simple AI project with… (a) only a big robot (b) nothing at all (c) paper and examples (d) a secret password
- 39.🎯 Ananya’s spam spotter was tested on 4 new messages and got 2 right. What is its accuracy in percent?
- 40.🎯 Saanvi’s bird-song app was tested on 4 new bird songs and got 3 right. What is its accuracy in percent?
Answer key
- 18
- 104
- 136
- split train and test
- 75
- choose what to sort
- 100
- label each example
- gather many examples
- to see if it learned
- 10
- more labelled examples
- 10
- 34
- tag each photo by type
- train the model
- label each example
- 27
- 20
- 112
- 3
- 4
- 136
- 32
- tag each photo by type
- pick a question to solve
- train the model
- 20
- gather many examples
- 55
- pick a question to solve
- gather many examples
- train the model
- pick a question to solve
- 5
- 96
- label each example
- paper and examples
- 50
- 75
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students