CAP Risk Management & Mitigation 5

Question 1

A model monitoring dashboard triggers an alert when the input data distribution shifts beyond a threshold. This control supports which phase of risk management?

Accepted Answer

Ongoing risk monitoring and control after deployment

Answer

Automated drift alerts are a monitoring control that detects emerging risk during the model's operational life.

Question 2

Which scenario is the best example of risk avoidance in an analytics project?

Accepted Answer

Excluding a legally restricted data source from the project entirely to eliminate compliance exposure

Answer

Avoidance eliminates the risk by removing its source, such as declining to use a problematic dataset at all.

Question 3

An analytics project depends on three sequential data feeds, each with 90% on-time reliability. What risk insight should the team draw?

Accepted Answer

The combined chance all feeds arrive on time is roughly 73%, so schedule risk is compounded

Answer

Independent sequential dependencies multiply, so 0.9 × 0.9 × 0.9 ≈ 0.73, meaning compounded exposure to delay.

Question 4

What is the primary purpose of documenting model assumptions and limitations in the final deliverable?

Accepted Answer

To reduce the risk of the model being applied outside its valid scope

Answer

Documented assumptions and limitations warn future users against applying the model in contexts where it is invalid.

Question 5

A team member consistently reports project risks as lower than evidence suggests to avoid difficult conversations. This behavior creates which problem?

Accepted Answer

Distorted risk information that undermines informed decision-making by leadership

Answer

Underreporting biases the risk picture, so leadership cannot allocate resources or make trade-offs based on reality.

(CAP) Certified Analytics Professional Practice Test

(CAP) Certified Analytics Professional Practice Test

CAP Risk Management & Mitigation 5