PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #280
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #280: Real Exam Question with Answer & Explanation
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Question
You 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.)
Options
- 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
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