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.❌ Arjun’s handwriting reader was tested on 23 new handwritten letters and got 19 right. How many did it get wrong?
- 2.📋 Planning an AI project: which comes first — calculate percent right or train the model? (a) calculate percent right (b) train the model
- 3.📋 Planning an AI project: which comes first — calculate percent right or improve data, retest? (a) calculate percent right (b) improve data, retest
- 4.⚖️ Two leaf identifier models were tested on the same 50 leaf photos. Model A got 33 right and Model B got 31 right. How many percentage points more accurate is Model A?
- 5.❌ Meera’s handwriting reader was tested on 16 new handwritten letters and got 10 right. How many did it get wrong?
- 6.📦 Aarav collected 180 labelled handwritten letters for a handwriting reader and keeps one fifth of them for testing. How many are left for training?
- 7.📋 Planning an AI project: which comes first — test on new photos or let it learn patterns? (a) test on new photos (b) let it learn patterns
- 8.📋 Planning an AI project: which comes first — work out the accuracy or train the model? (a) work out the accuracy (b) train the model
- 9.⚖️ Two leaf identifier models were tested on the same 20 leaf photos. Model A got 20 right and Model B got 14 right. How many percentage points more accurate is Model A?
- 10.📋 Planning an AI project: which comes first — try unseen examples or improve data, retest? (a) try unseen examples (b) improve data, retest
- 11.📋 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
- 12.🎯 Saanvi’s leaf identifier was tested on 25 new leaf photos and got 16 right. What is its accuracy in percent?
- 13.📦 Saanvi collected 180 labelled waste photos for a recycling sorter and keeps one fifth of them for testing. How many are left for training?
- 14.📋 Planning an AI project: which comes first — recheck every label or try unseen examples? (a) recheck every label (b) try unseen examples
- 15.❌ Vihaan’s recycling sorter was tested on 44 new waste photos and got 42 right. How many did it get wrong?
- 16.📋 Planning an AI project: which comes first — work out the accuracy or choose what to sort? (a) work out the accuracy (b) choose what to sort
- 17.📦 Tara collected 120 labelled fruit photos for a fruit sorter and keeps one fifth of them for testing. How many are left for training?
- 18.❌ Arjun’s spam spotter was tested on 46 new messages and got 40 right. How many did it get wrong?
- 19.🧪 Your fruit sorter mixes up oranges and lemons. What helps most? (a) a louder speaker (b) fewer examples (c) a new colour screen (d) more labelled examples
- 20.📋 Planning an AI project: which comes first — pick a question to solve or try unseen examples? (a) pick a question to solve (b) try unseen examples
- 21.❌ Ishaan’s spam spotter was tested on 45 new messages and got 40 right. How many did it get wrong?
- 22.🧪 What is accuracy? (a) correct + total (b) total − correct (c) total × 2 (d) correct ÷ total × 100
- 23.📦 Tara collected 80 labelled leaf photos for a leaf identifier and keeps one fifth of them for testing. How many are left for training?
- 24.❌ Diya’s spam spotter was tested on 38 new messages and got 36 right. How many did it get wrong?
- 25.📋 Planning an AI project: which comes first — try unseen examples or split train and test? (a) try unseen examples (b) split train and test
- 26.🧪 Why must you test a model on examples it has NOT seen? (a) to save paper (b) to make it faster (c) to make it bigger (d) to see if it learned
- 27.⚖️ Two handwriting reader models were tested on the same 20 handwritten letters. Model A got 18 right and Model B got 14 right. How many percentage points more accurate is Model A?
- 28.📦 Meera collected 130 labelled messages for a spam spotter and keeps one fifth of them for testing. How many are left for training?
- 29.📋 Planning an AI project: which comes first — test on new photos or train the model? (a) test on new photos (b) train the model
- 30.📋 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
- 31.📋 Planning an AI project: which comes first — split train and test or recheck every label? (a) split train and test (b) recheck every label
- 32.📋 Planning an AI project: which comes first — tag each photo by type or collect fruit photos? (a) tag each photo by type (b) collect fruit photos
- 33.📋 Planning an AI project: which comes first — fix it and test again or test on new photos? (a) fix it and test again (b) test on new photos
- 34.🎯 Meera’s handwriting reader is 90% accurate. If it is tested on 10 new handwritten letters, how many should it get right?
- 35.❌ Ananya’s leaf identifier was tested on 50 new leaf photos and got 49 right. How many did it get wrong?
- 36.⚖️ Two recycling sorter models were tested on the same 25 waste photos. Model A got 25 right and Model B got 24 right. How many percentage points more accurate is Model A?
- 37.📋 Planning an AI project: which comes first — calculate percent right or try unseen examples? (a) calculate percent right (b) try unseen examples
- 38.📋 Planning an AI project: which comes first — pick a question to solve or gather many examples? (a) pick a question to solve (b) gather many examples
- 39.🎯 Arjun’s leaf identifier was tested on 4 new leaf photos and got 3 right. What is its accuracy in percent?
- 40.📋 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
Answer key
- 4
- train the model
- calculate percent right
- 4
- 6
- 144
- let it learn patterns
- train the model
- 30
- try unseen examples
- pick a question to solve
- 64
- 144
- recheck every label
- 2
- choose what to sort
- 96
- 6
- more labelled examples
- pick a question to solve
- 5
- correct ÷ total × 100
- 64
- 2
- split train and test
- to see if it learned
- 20
- 104
- train the model
- calculate percent right
- recheck every label
- collect fruit photos
- test on new photos
- 9
- 1
- 4
- try unseen examples
- pick a question to solve
- 75
- set aside test photos
Free ai for students lessons, practice and worksheets at talentjr.in/ai-for-students