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.📦 Aarav collected 40 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 2.🎯 Meera’s leaf identifier was tested on 4 new leaf photos and got 2 right. What is its accuracy in percent?
- 3.🧪 What is accuracy? (a) total − correct (b) total × 2 (c) correct ÷ total × 100 (d) correct + total
- 4.🎯 Diya’s recycling sorter was tested on 10 new waste photos and got 6 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 — split train and test or choose what to sort? (a) split train and test (b) choose what to sort
- 7.🧪 You can plan a simple AI project with… (a) only a big robot (b) nothing at all (c) a secret password (d) paper and examples
- 8.📋 Planning an AI project: which comes first — split train and test or test on new photos? (a) split train and test (b) test on new photos
- 9.❌ Tara’s bird-song app was tested on 29 new bird songs and got 20 right. How many did it get wrong?
- 10.🎯 Meera’s recycling sorter was tested on 50 new waste photos and got 49 right. What is its accuracy in percent?
- 11.📋 Planning an AI project: which comes first — train the model or work out the accuracy? (a) train the model (b) work out the accuracy
- 12.🎯 Vihaan’s handwriting reader was tested on 10 new handwritten letters and got 5 right. What is its accuracy in percent?
- 13.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 17 right and Model B got 10 right. How many percentage points more accurate is Model A?
- 14.⚖️ Two recycling sorter models were tested on the same 20 waste photos. Model A got 20 right and Model B got 19 right. How many percentage points more accurate is Model A?
- 15.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 43 right and Model B got 41 right. How many percentage points more accurate is Model A?
- 16.📋 Planning an AI project: which comes first — recheck every label or set aside test photos? (a) recheck every label (b) set aside test photos
- 17.📦 Saanvi collected 100 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 18.🎯 Ishaan’s recycling sorter was tested on 4 new waste photos and got 2 right. What is its accuracy in percent?
- 19.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 21 right and Model B got 18 right. How many percentage points more accurate is Model A?
- 20.🎯 Arjun’s bird-song app was tested on 25 new bird songs and got 16 right. What is its accuracy in percent?
- 21.📋 Planning an AI project: which comes first — try unseen examples or train the model? (a) try unseen examples (b) train the model
- 22.📋 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
- 23.📋 Planning an AI project: which comes first — split train and test or correct bad labels? (a) split train and test (b) correct bad labels
- 24.📋 Planning an AI project: which comes first — fix it and test again or work out the accuracy? (a) fix it and test again (b) work out the accuracy
- 25.🎯 Aarav’s leaf identifier is 90% accurate. If it is tested on 50 new leaf photos, how many should it get right?
- 26.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 22 right and Model B got 17 right. How many percentage points more accurate is Model A?
- 27.📋 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
- 28.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
- 29.📋 Planning an AI project: which comes first — recheck every label or calculate percent right? (a) recheck every label (b) calculate percent right
- 30.📋 Planning an AI project: which comes first — set aside test photos or train the model? (a) set aside test photos (b) train the model
- 31.📦 Rohan collected 190 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 32.📋 Planning an AI project: which comes first — improve data, retest or split train and test? (a) improve data, retest (b) split train and test
- 33.📋 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
- 34.📋 Planning an AI project: which comes first — improve data, retest or test on new photos? (a) improve data, retest (b) test on new photos
- 35.📋 Planning an AI project: which comes first — train the model or fix it and test again? (a) train the model (b) fix it and test again
- 36.📋 Planning an AI project: which comes first — train the model or test on new photos? (a) train the model (b) test on new photos
- 37.📋 Planning an AI project: which comes first — improve data, retest or work out the accuracy? (a) improve data, retest (b) work out the accuracy
- 38.🎯 Vihaan’s recycling sorter is 80% accurate. If it is tested on 30 new waste photos, how many should it get right?
- 39.❌ Kabir’s fruit sorter was tested on 26 new fruit photos and got 23 right. How many did it get wrong?
- 40.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) fewer examples (b) a louder speaker (c) a new colour screen (d) more labelled examples
Answer key
- 32
- 50
- correct ÷ total × 100
- 60
- to see if it learned
- choose what to sort
- paper and examples
- split train and test
- 9
- 98
- train the model
- 50
- 35
- 5
- 4
- recheck every label
- 80
- 50
- 12
- 64
- train the model
- test on new photos
- correct bad labels
- work out the accuracy
- 45
- 20
- choose what to sort
- test on new photos
- recheck every label
- set aside test photos
- 152
- split train and test
- pick a question to solve
- test on new photos
- train the model
- train the model
- work out the accuracy
- 24
- 3
- more labelled examples
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students