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 handwriting reader was tested on 50 new handwritten letters and got 43 right. What is its accuracy in percent?
- 2.📋 Planning an AI project: which comes first — try unseen examples or improve data, retest? (a) try unseen examples (b) improve data, retest
- 3.📋 Planning an AI project: which comes first — fix it and test again or train the model? (a) fix it and test again (b) train the model
- 4.🧪 You can plan a simple AI project with… (a) only a big robot (b) a secret password (c) paper and examples (d) nothing at all
- 5.🎯 Ananya’s handwriting reader was tested on 4 new handwritten letters and got 3 right. What is its accuracy in percent?
- 6.📋 Planning an AI project: which comes first — try unseen examples or fix it and test again? (a) try unseen examples (b) fix it and test again
- 7.🧪 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
- 8.📦 Saanvi collected 200 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 9.⚖️ Two spam spotter models were tested on the same 20 messages. Model A got 20 right and Model B got 10 right. How many percentage points more accurate is Model A?
- 10.❌ Diya’s handwriting reader was tested on 17 new handwritten letters and got 12 right. How many did it get wrong?
- 11.🎯 Arjun’s fruit sorter is 80% accurate. If it is tested on 20 new fruit photos, how many should it get right?
- 12.🧪 What is accuracy? (a) total − correct (b) correct + total (c) total × 2 (d) correct ÷ total × 100
- 13.📦 Saanvi collected 140 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 — set aside test photos or recheck every label? (a) set aside test photos (b) recheck every label
- 15.📋 Planning an AI project: which comes first — collect fruit photos or work out the accuracy? (a) collect fruit photos (b) work out the accuracy
- 16.📋 Planning an AI project: which comes first — work out the accuracy or recheck every label? (a) work out the accuracy (b) recheck every label
- 17.🎯 Kabir’s bird-song app is 90% accurate. If it is tested on 30 new bird songs, how many should it get right?
- 18.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a new colour screen (b) more labelled examples (c) a louder speaker (d) fewer examples
- 19.⚖️ Two fruit sorter models were tested on the same 10 fruit photos. Model A got 9 right and Model B got 6 right. How many percentage points more accurate is Model A?
- 20.📋 Planning an AI project: which comes first — collect fruit photos or pick a question to solve? (a) collect fruit photos (b) pick a question to solve
- 21.⚖️ Two spam spotter models were tested on the same 10 messages. Model A got 8 right and Model B got 6 right. How many percentage points more accurate is Model A?
- 22.📦 Aarav collected 160 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 23.🎯 Saanvi’s handwriting reader was tested on 10 new handwritten letters and got 6 right. What is its accuracy in percent?
- 24.🎯 Arjun’s spam spotter is 90% accurate. If it is tested on 10 new messages, how many should it get right?
- 25.📋 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
- 26.❌ Aarav’s fruit sorter was tested on 35 new fruit photos and got 33 right. How many did it get wrong?
- 27.📦 Tara collected 140 labelled bird songs for a bird-song app and keeps one fifth of them for testing. How many are left for training?
- 28.❌ Kabir’s spam spotter was tested on 35 new messages and got 27 right. How many did it get wrong?
- 29.❌ Diya’s spam spotter was tested on 38 new messages and got 35 right. How many did it get wrong?
- 30.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 18 right and Model B got 11 right. How many percentage points more accurate is Model A?
- 31.🎯 Aarav’s fruit sorter is 60% accurate. If it is tested on 50 new fruit photos, how many should it get right?
- 32.📦 Arjun collected 60 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 33.📦 Aarav collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 34.📋 Planning an AI project: which comes first — train the model or pick a question to solve? (a) train the model (b) pick a question to solve
- 35.📋 Planning an AI project: which comes first — recheck every label or train the model? (a) recheck every label (b) train the model
- 36.🎯 Ishaan’s leaf identifier was tested on 5 new leaf photos and got 4 right. What is its accuracy in percent?
- 37.📋 Planning an AI project: which comes first — tag each photo by type or correct bad labels? (a) tag each photo by type (b) correct bad labels
- 38.📋 Planning an AI project: which comes first — test on new photos or improve data, retest? (a) test on new photos (b) improve data, retest
- 39.🎯 Vihaan’s fruit sorter is 80% accurate. If it is tested on 50 new fruit photos, how many should it get right?
- 40.📋 Planning an AI project: which comes first — split train and test or improve data, retest? (a) split train and test (b) improve data, retest
Answer key
- 86
- try unseen examples
- train the model
- paper and examples
- 75
- try unseen examples
- to see if it learned
- 160
- 50
- 5
- 16
- correct ÷ total × 100
- 112
- recheck every label
- collect fruit photos
- recheck every label
- 27
- more labelled examples
- 30
- pick a question to solve
- 20
- 128
- 60
- 9
- test on new photos
- 2
- 112
- 8
- 3
- 35
- 30
- 48
- 104
- pick a question to solve
- recheck every label
- 80
- tag each photo by type
- test on new photos
- 40
- split train and test
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students