Preview Questions Data Analyst | Role Specific Skill

Question 1: In the BFSI sector, what does the Akaike Information Criterion (AIC) help determine when comparing multiple statistical models?

Which action should you take?

Choose only one option

The model that best fits the data without overfitting

The model with the highest complexity is preferred

The model with the most predictors

The model that maximizes the likelihood regardless of complexity

Question 2: What is a key factor to consider when designing a report for a regulatory body in the banking sector?

Which action should you take?

Choose only one option

Data security and compliance

Data visualization complexity

Report color schemes

Report formatting options

Question 3: When using "Logistic Regression" to predict credit risk, how do you interpret the coefficients and their statistical significance?

Which action should you take?

Choose only one option

The coefficients represent the log-odds of the outcome, and statistical significance indicates which predictors significantly impact the risk

The coefficients only provide information about the direction of correlation and not significance

The coefficients represent the direct probability of a loan default

The statistical significance is not important as long as the model performs well

Question 4: What is the best way to handle missing data when creating a visualization in BFSI?

Which action should you take?

Choose only one option

Display null values in the chart

Replace missing data with mean values

Use interpolation to fill missing values

Ignore missing data

Question 5: What is the purpose of using stored procedures in BFSI database management, and when should they be used?

Which action should you take?

Choose only one option

To replace SQL queries entirely

To store user data securely

To clean and transform data automatically

To encapsulate business logic and reduce network traffic

Question 6: When preparing a quarterly financial report for BFSI, what is the most efficient way to ensure compliance with regulatory reporting standards?

Which action should you take?

Choose only one option

Focus solely on internal metrics without considering external regulations

Work with legal and compliance teams to document regulatory requirements and incorporate them in the reporting process

Only focus on reporting basic financial metrics

Refer to previous reports and reuse data