Question 264 of 280
Choose 2You are developing a model to help your company create more targeted online advertising campaigns. You need to create a dataset that you will use to train the model. You want to avoid creating or reinforcing unfair bias in the model. What should you do? (Choose two.)
AInclude a comprehensive set of demographic features
BInclude only the demographic groups that most frequently interact with advertisements
CCollect a random sample of production traffic to build the training dataset
✓DCollect a stratified sample of production traffic to build the training dataset
✓EConduct fairness tests across sensitive categories and demographics on the trained model
✓
Correct Answer: D, E
Collect a stratified sample of production traffic to build the training dataset
▥
Explanation
The correct answer is highlighted above. Review the wording carefully, then use the next question to continue building your understanding of Google certification topics.