AIDA Practice Questions - AIDA Associate in Insurance Data Analytics Exam - AIDA Practice Questions - AIDA Associate in Insurance Data Analytics Exam

Question 1

Which of the following is the BEST example of structured data in an insurance context?

Adjuster notes typed into a free-text field on a claim file A policyholder phone-call recording stored as an audio file A claims table with policy_id, loss_date, and paid_amount columns Photos of vehicle damage attached to an auto claim

Correct Answer:

A claims table with policy_id, loss_date, and paid_amount columns

Question 2

An insurer's policy administration system processes hundreds of small read/write transactions per second as agents bind new policies. This is the primary use case for which kind of database system?

OLAP — Online Analytical Processing OLTP — Online Transaction Processing A data lake A flat CSV export

Correct Answer:

OLTP — Online Transaction Processing

Question 3

Which of the following BEST describes the difference between a data warehouse and a data lake?

A warehouse stores raw schema-on-read data; a lake stores cleaned schema-on-write data A warehouse stores cleaned schema-on-write data; a lake stores raw schema-on-read data Both store the same data; the only difference is vendor branding A warehouse can only hold structured data; a lake can only hold unstructured data

Correct Answer:

A warehouse stores cleaned schema-on-write data; a lake stores raw schema-on-read data

Question 4

In a traditional ETL pipeline, what does the 'T' stand for and where does it occur?

Transfer — the step that moves data between two production databases Transform — applied before loading the data into the target system Transmit — sending data over a secure network Track — recording data lineage in an audit log

Correct Answer:

Transform — applied before loading the data into the target system

Question 5

Which step in the insurance value chain is MOST directly improved by predictive models that score the likelihood and severity of future claims at the point of quote?

Product development Underwriting and pricing Claims settlement Policy renewal billing

Correct Answer:

Underwriting and pricing

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About this Exam

Prepare with the AIDA Practice Questions - AIDA Associate in Insurance Data Analytics Exam practice quiz. This question bank includes 100 questions covering data, model, insurance, claims, and analytics. Use it to review important concepts, identify knowledge gaps, and build confidence for the related exam, course, or assessment.

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AIDA Practice Questions - AIDA Associate in Insurance Data Analytics Exam

This practice set contains 100 questions from the matching question bank and focuses on data, model, insurance, claims, and analytics. Work through each question carefully, review the provided solutions, and revisit topics that need more study before your next attempt.

This is an independent study resource intended for practice and review; it is not an official examination or an endorsement by any organization named in the title.

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AIDA Practice Questions - AIDA Associate in Insurance Data Analytics Exam

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