Certified Information Systems Security Professional (CISSP) Practice Exam

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What does the analysis of data in a data warehouse aim to achieve?

Identifying duplicate data sources

Producing new and useful information

The primary goal of analyzing data in a data warehouse is to produce new and useful information. A data warehouse is specifically designed for reporting and data analysis, and it consolidates data from various sources, enabling organizations to gain insights and make informed decisions. This analysis often involves complex queries and techniques such as data mining, reporting, and ad hoc querying, which help to identify trends, patterns, and relationships within the data. The ability to generate new insights enables organizations to understand their operations better, predict future trends, and ultimately drive business strategy and growth. This capability stands in stark contrast to simply identifying duplicate data sources, which is a necessary management task but not a primary objective of data warehousing analysis. Also, randomizing dataset distributions does not contribute to actionable insights, and merely archiving data without analysis would lead to missed opportunities for leveraging data effectively. The essence of a data warehouse is to transform raw data into valuable information, thus enhancing decision-making processes.

Randomizing dataset distributions

Simply archiving data without analysis

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