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.📦 Saanvi collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 2.📋 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
- 3.🎯 Kabir’s spam spotter was tested on 4 new messages and got 2 right. What is its accuracy in percent?
- 4.🎯 Tara’s handwriting reader was tested on 25 new handwritten letters and got 13 right. What is its accuracy in percent?
- 5.🧪 Why must you test a model on examples it has NOT seen? (a) to make it faster (b) to see if it learned (c) to make it bigger (d) to save paper
- 6.📋 Planning an AI project: which comes first — let it learn patterns or work out the accuracy? (a) let it learn patterns (b) work out the accuracy
- 7.📦 Ananya collected 150 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 8.📋 Planning an AI project: which comes first — try unseen examples or work out the accuracy? (a) try unseen examples (b) work out the accuracy
- 9.🧪 You can plan a simple AI project with… (a) paper and examples (b) a secret password (c) only a big robot (d) nothing at all
- 10.📋 Planning an AI project: which comes first — recheck every label or set aside test photos? (a) recheck every label (b) set aside test photos
- 11.🧪 What is accuracy? (a) correct + total (b) total × 2 (c) correct ÷ total × 100 (d) total − correct
- 12.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 50 right and Model B got 31 right. How many percentage points more accurate is Model A?
- 13.📦 Meera collected 100 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 14.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
- 15.🎯 Kabir’s handwriting reader is 80% accurate. If it is tested on 20 new handwritten letters, how many should it get right?
- 16.📦 Tara collected 40 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
- 17.🎯 Tara’s recycling sorter is 50% accurate. If it is tested on 30 new waste photos, how many should it get right?
- 18.📋 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
- 19.📋 Planning an AI project: which comes first — gather many examples or split train and test? (a) gather many examples (b) split train and test
- 20.⚖️ Two leaf identifier models were tested on the same 20 leaf photos. Model A got 16 right and Model B got 14 right. How many percentage points more accurate is Model A?
- 21.📋 Planning an AI project: which comes first — pick a question to solve or train the model? (a) pick a question to solve (b) train the model
- 22.📋 Planning an AI project: which comes first — fix it and test again or split train and test? (a) fix it and test again (b) split train and test
- 23.📋 Planning an AI project: which comes first — split train and test or work out the accuracy? (a) split train and test (b) work out the accuracy
- 24.📋 Planning an AI project: which comes first — recheck every label or calculate percent right? (a) recheck every label (b) calculate percent right
- 25.📋 Planning an AI project: which comes first — correct bad labels or tag each photo by type? (a) correct bad labels (b) tag each photo by type
- 26.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 8 right and Model B got 7 right. How many percentage points more accurate is Model A?
- 27.📋 Planning an AI project: which comes first — work out the accuracy or correct bad labels? (a) work out the accuracy (b) correct bad labels
- 28.🧪 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
- 29.📋 Planning an AI project: which comes first — work out the accuracy or fix it and test again? (a) work out the accuracy (b) fix it and test again
- 30.⚖️ Two leaf identifier models were tested on the same 25 leaf photos. Model A got 24 right and Model B got 16 right. How many percentage points more accurate is Model A?
- 31.📦 Nisha collected 80 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 32.📋 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
- 33.❌ Nisha’s bird-song app was tested on 38 new bird songs and got 33 right. How many did it get wrong?
- 34.📋 Planning an AI project: which comes first — improve data, retest or calculate percent right? (a) improve data, retest (b) calculate percent right
- 35.📦 Diya collected 180 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 36.📦 Tara collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 37.🎯 Meera’s bird-song app was tested on 20 new bird songs and got 10 right. What is its accuracy in percent?
- 38.📋 Planning an AI project: which comes first — correct bad labels or calculate percent right? (a) correct bad labels (b) calculate percent right
- 39.🎯 Tara’s leaf identifier was tested on 10 new leaf photos and got 5 right. What is its accuracy in percent?
- 40.📋 Planning an AI project: which comes first — calculate percent right or test on new photos? (a) calculate percent right (b) test on new photos
Answer key
- 104
- let it learn patterns
- 50
- 52
- to see if it learned
- let it learn patterns
- 120
- try unseen examples
- paper and examples
- recheck every label
- correct ÷ total × 100
- 38
- 80
- calculate percent right
- 16
- 32
- 15
- set aside test photos
- gather many examples
- 10
- pick a question to solve
- split train and test
- split train and test
- recheck every label
- tag each photo by type
- 10
- correct bad labels
- more labelled examples
- work out the accuracy
- 32
- 64
- calculate percent right
- 5
- calculate percent right
- 144
- 104
- 50
- correct bad labels
- 50
- test on new photos
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students