Which AWS tool helps detect bias in data and models?
Why A is the answer
Amazon SageMaker Clarify
SageMaker Clarify helps detect bias and explain predictions.
In detail
- Clarify detects bias in data and models.
- AWS closed SageMaker Clarify to new customers. Existing customers can keep using it.
- It also helps explain predictions.
Use case
An illustrative scenario, not a real incident.
A lender checks a credit model with Clarify, and it finds uneven outcomes between groups.
See it in different ways
mindmap
root((Responsible AI))
Bias
SageMaker Clarify
Documentation
SageMaker Model Cards
Safety
Bedrock Guardrails
Transparency
User feedbackmindmap
root(("SageMaker Clarify"))
n1["Bias"]
n2["In data"]
n3["In models"]
n4["Explanation"]
n5["Predictions"]Key point: Clarify detects bias and explains predictions.
Why the other options are wrong
- B. Amazon Translate
- Translate translates.
- C. AWS Direct Connect
- Direct Connect is a network link.
- D. Amazon Route 53
- Route 53 is DNS.