How do you manage and mitigate bias in machine learning models?
Instruction: Discuss your methods for identifying, assessing, and reducing bias in ML models throughout their lifecycle.
Context: This question is intended to understand the candidate's awareness and strategies for addressing bias in machine learning models.
Updated
Official answer available
Read the opening below, then unlock the full answer and practical guidance.
I manage bias as a system property, not just a dataset issue...