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 faster (b) to make it bigger (c) to see if it learned (d) to save paper
- 2.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
- 3.🎯 Saanvi’s recycling sorter is 50% accurate. If it is tested on 70 new waste photos, how many should it get right?
- 4.📋 Planning an AI project: which comes first — train the model or try unseen examples? (a) train the model (b) try unseen examples
- 5.📦 Meera collected 130 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 6.🧪 What is accuracy? (a) correct ÷ total × 100 (b) total × 2 (c) correct + total (d) total − correct
- 7.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 24 right and Model B got 20 right. How many percentage points more accurate is Model A?
- 8.📋 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
- 9.📋 Planning an AI project: which comes first — choose what to sort or fix it and test again? (a) choose what to sort (b) fix it and test again
- 10.🎯 Vihaan’s bird-song app was tested on 50 new bird songs and got 50 right. What is its accuracy in percent?
- 11.🎯 Saanvi’s fruit sorter is 60% accurate. If it is tested on 100 new fruit photos, how many should it get right?
- 12.🎯 Tara’s handwriting reader was tested on 5 new handwritten letters and got 5 right. What is its accuracy in percent?
- 13.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 36 right and Model B got 27 right. How many percentage points more accurate is Model A?
- 14.⚖️ Two bird-song app models were tested on the same 50 bird songs. Model A got 48 right and Model B got 46 right. How many percentage points more accurate is Model A?
- 15.⚖️ Two leaf identifier models were tested on the same 20 leaf photos. Model A got 13 right and Model B got 12 right. How many percentage points more accurate is Model A?
- 16.📋 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
- 17.⚖️ Two fruit sorter models were tested on the same 25 fruit photos. Model A got 17 right and Model B got 16 right. How many percentage points more accurate is Model A?
- 18.📦 Aarav collected 70 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 19.🎯 Ishaan’s bird-song app was tested on 5 new bird songs and got 4 right. What is its accuracy in percent?
- 20.📦 Vihaan collected 120 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 21.📦 Kabir collected 110 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 22.🎯 Kabir’s leaf identifier was tested on 4 new leaf photos and got 4 right. What is its accuracy in percent?
- 23.🎯 Diya’s handwriting reader is 50% accurate. If it is tested on 50 new handwritten letters, how many should it get right?
- 24.🧪 You can plan a simple AI project with… (a) paper and examples (b) nothing at all (c) only a big robot (d) a secret password
- 25.🎯 Aarav’s handwriting reader was tested on 4 new handwritten letters and got 2 right. What is its accuracy in percent?
- 26.🎯 Meera’s spam spotter was tested on 20 new messages and got 12 right. What is its accuracy in percent?
- 27.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 45 right and Model B got 44 right. How many percentage points more accurate is Model A?
- 28.🎯 Rohan’s handwriting reader is 80% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
- 29.📦 Rohan collected 90 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 30.🧪 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
- 31.🎯 Saanvi’s fruit sorter was tested on 10 new fruit photos and got 5 right. What is its accuracy in percent?
- 32.📦 Rohan collected 140 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 33.🎯 Meera’s handwriting reader is 60% accurate. If it is tested on 90 new handwritten letters, how many should it get right?
- 34.❌ Arjun’s bird-song app was tested on 22 new bird songs and got 16 right. How many did it get wrong?
- 35.🎯 Saanvi’s spam spotter is 60% accurate. If it is tested on 30 new messages, how many should it get right?
- 36.📋 Planning an AI project: which comes first — try unseen examples or collect fruit photos? (a) try unseen examples (b) collect fruit photos
- 37.🎯 Ananya’s bird-song app was tested on 10 new bird songs and got 6 right. What is its accuracy in percent?
- 38.📋 Planning an AI project: which comes first — label each example or split train and test? (a) label each example (b) split train and test
- 39.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 22 right and Model B got 13 right. How many percentage points more accurate is Model A?
- 40.📋 Planning an AI project: which comes first — gather many examples or test on new photos? (a) gather many examples (b) test on new photos
Answer key
- to see if it learned
- calculate percent right
- 35
- train the model
- 104
- correct ÷ total × 100
- 16
- try unseen examples
- choose what to sort
- 100
- 60
- 100
- 18
- 4
- 5
- test on new photos
- 4
- 56
- 80
- 96
- 88
- 100
- 25
- paper and examples
- 50
- 60
- 2
- 8
- 72
- more labelled examples
- 50
- 112
- 54
- 6
- 18
- collect fruit photos
- 60
- label each example
- 36
- gather many examples
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students