Question 1

What should be documented during the translation process?

Options :

A : Data cleaning methods

B : Assumptions and limitations

C : Model selection criteria

D : Visualization preferences

Answer: B

Question 2

What is the role of version control in managing analytics models?

Options :

A : To increase model complexity

B : To track and manage changes to the model

C : To limit access to the model

D : To focus on initial data collection

Answer: B

Question 3

What is the purpose of a Monte Carlo simulation in analytics?

Options :

A : To perform descriptive analysis

B : To assess risk and uncertainty

C : To cluster data

D : To normalize data

Answer: B

Question 4

What should be included in the documentation of an analytics model?

Options :

A : Only initial model specifications

B : Updates and changes made throughout the model’s life cycle

C : Only training data used

D : Model retirement plans

Answer: B

Question 5

In which scenario would a diagnostic model be most useful?

Options :

A : Forecasting future trends

B : Understanding the reasons behind an issue

C : Recommending future actions

D : Describing past data patterns

Answer: B