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.🧪 Why must you test a model on examples it has NOT seen? (a) to make it bigger (b) to make it faster (c) to save paper (d) to see if it learned
- 2.🧪 You can plan a simple AI project with… (a) paper and examples (b) nothing at all (c) a secret password (d) only a big robot
- 3.📋 Planning an AI project: which comes first — choose what to sort or calculate percent right? (a) choose what to sort (b) calculate percent right
- 4.❌ Kabir’s leaf identifier was tested on 45 new leaf photos and got 37 right. How many did it get wrong?
- 5.📦 Rohan collected 160 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 6.⚖️ Two bird-song app models were tested on the same 10 bird songs. Model A got 10 right and Model B got 8 right. How many percentage points more accurate is Model A?
- 7.⚖️ Two leaf identifier models were tested on the same 10 leaf photos. Model A got 10 right and Model B got 9 right. How many percentage points more accurate is Model A?
- 8.📋 Planning an AI project: which comes first — collect fruit photos or correct bad labels? (a) collect fruit photos (b) correct bad labels
- 9.❌ Diya’s handwriting reader was tested on 22 new handwritten letters and got 13 right. How many did it get wrong?
- 10.🎯 Tara’s recycling sorter is 80% accurate. If it is tested on 70 new waste photos, how many should it get right?
- 11.⚖️ Two handwriting reader models were tested on the same 50 handwritten letters. Model A got 47 right and Model B got 46 right. How many percentage points more accurate is Model A?
- 12.📋 Planning an AI project: which comes first — set aside test photos or gather many examples? (a) set aside test photos (b) gather many examples
- 13.🧪 What is accuracy? (a) total − correct (b) correct + total (c) correct ÷ total × 100 (d) total × 2
- 14.⚖️ Two recycling sorter models were tested on the same 50 waste photos. Model A got 50 right and Model B got 46 right. How many percentage points more accurate is Model A?
- 15.📦 Kabir collected 120 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 16.📋 Planning an AI project: which comes first — improve data, retest or collect fruit photos? (a) improve data, retest (b) collect fruit photos
- 17.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) fewer examples (c) more labelled examples (d) a louder speaker
- 18.📋 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
- 19.📋 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
- 20.📦 Diya collected 50 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 21.❌ Nisha’s leaf identifier was tested on 42 new leaf photos and got 40 right. How many did it get wrong?
- 22.📋 Planning an AI project: which comes first — test on new photos or calculate percent right? (a) test on new photos (b) calculate percent right
- 23.📋 Planning an AI project: which comes first — improve data, retest or let it learn patterns? (a) improve data, retest (b) let it learn patterns
- 24.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 47 right and Model B got 36 right. How many percentage points more accurate is Model A?
- 25.📋 Planning an AI project: which comes first — improve data, retest or train the model? (a) improve data, retest (b) train the model
- 26.📋 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
- 27.🎯 Ishaan’s handwriting reader is 70% accurate. If it is tested on 30 new handwritten letters, how many should it get right?
- 28.🎯 Ananya’s fruit sorter is 50% accurate. If it is tested on 100 new fruit photos, how many should it get right?
- 29.📦 Diya collected 190 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 30.📋 Planning an AI project: which comes first — improve data, retest or test on new photos? (a) improve data, retest (b) test on new photos
- 31.📦 Ishaan collected 50 labelled leaf photos for a leaf identifier 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 work out the accuracy? (a) fix it and test again (b) work out the accuracy
- 33.📦 Saanvi collected 60 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 34.📋 Planning an AI project: which comes first — try unseen examples or train the model? (a) try unseen examples (b) train the model
- 35.📋 Planning an AI project: which comes first — split train and test or collect fruit photos? (a) split train and test (b) collect fruit photos
- 36.📋 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
- 37.📋 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
- 38.❌ Aarav’s fruit sorter was tested on 36 new fruit photos and got 34 right. How many did it get wrong?
- 39.📋 Planning an AI project: which comes first — train the model or set aside test photos? (a) train the model (b) set aside test photos
- 40.📋 Planning an AI project: which comes first — let it learn patterns or tag each photo by type? (a) let it learn patterns (b) tag each photo by type
Answer key
- to see if it learned
- paper and examples
- choose what to sort
- 8
- 128
- 20
- 10
- collect fruit photos
- 9
- 56
- 2
- gather many examples
- correct ÷ total × 100
- 8
- 96
- collect fruit photos
- more labelled examples
- choose what to sort
- pick a question to solve
- 40
- 2
- test on new photos
- let it learn patterns
- 22
- train the model
- let it learn patterns
- 21
- 50
- 152
- test on new photos
- 40
- work out the accuracy
- 48
- train the model
- collect fruit photos
- test on new photos
- pick a question to solve
- 2
- set aside test photos
- tag each photo by type
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students