1. What is Business Intelligence (BI)?
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Business Intelligence encompasses the tools and systems that play a key role in the strategic planning process within a corporation, allowing for the analysis of data and presentation of actionable information.
2. What is the primary purpose of a BI system?
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The primary purpose of a BI system is to support better business decision-making by providing relevant and insightful information to key decision-makers.
3. Which of the following is a common feature of Business Intelligence tools?
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Data visualization is a common and crucial feature of BI tools, enabling businesses to see analytics presented visually, which aids in understanding complex data.
4. What is a data warehouse in the context of Business Intelligence?
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A data warehouse is a central repository of integrated data from one or more disparate sources, used for reporting and analyzing data.
5. What is 'data mining' in the context of Business Intelligence?
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Data mining in BI involves analyzing data from different perspectives and summarizing it into useful information, which can include patterns, associations, changes, anomalies, and significant structures.
6. What are 'dashboards' in Business Intelligence?
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Dashboards in BI are interactive data visualization tools that display the current status of metrics and key performance indicators (KPIs) for an enterprise.
7. What is the purpose of OLAP (Online Analytical Processing) in BI?
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OLAP is a category of software technology that enables analysts, managers, and executives to gain insight into data through fast, consistent, interactive access to a wide variety of possible views of information.
8. What is a KPI (Key Performance Indicator)?
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Key Performance Indicators are a set of quantifiable measures that a company uses to gauge or compare performance in terms of meeting their strategic and operational goals.
9. What does 'predictive analytics' refer to in BI?
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Predictive analytics encompasses a variety of statistical techniques (including predictive modeling, machine learning, and data mining) that analyze current and historical facts to make predictions about future events.
10. What is 'self-service BI'?
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Self-service Business Intelligence is a form of business intelligence in which the end users can generate their own reports and analyses, freeing the IT department from managing the report requests of the entire organization.
11. What role does 'data quality' play in BI?
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Data quality is crucial in BI as it directly impacts the accuracy, reliability, and credibility of the business insights derived from the data. Poor data quality can lead to erroneous conclusions and decisions.
12. What is 'big data' in the context of Business Intelligence?
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In the context of BI, big data refers to data sets that are so voluminous and complex that traditional data-processing application software is inadequate to deal with them.
13. Which technology is often associated with modern BI tools for faster analysis?
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In-memory computing is used in modern BI tools to speed up data analysis by storing data in RAM instead of reading it from disks, enabling faster data processing and analysis.
14. What is 'ETL' in Business Intelligence?
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ETL stands for Extract, Transform, Load, and it refers to a process in database usage and especially in data warehousing that involves: Extracting data from outside sources, Transforming it to fit operational needs, and Loading it into the end target (database, more specifically, operational data store, data mart, or data warehouse).
15. What is a 'BI portal'?
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A BI portal is a centralized access point for business intelligence tools and resources, allowing users to access, analyze, and interact with BI data from a single interface.
16. How does 'real-time BI' differ from traditional BI?
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Real-time BI refers to the process of delivering information about business operations as they occur, allowing for immediate analysis and response to current data.
17. What is 'business analytics'?
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Business analytics refers to the skills, technologies, practices for continuous iterative exploration and investigation of past business performance to gain insight and drive business planning.
18. What is a 'data mart'?
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A data mart is a subject-oriented database that is often a partitioned segment of an enterprise data warehouse. Data marts are analytical data stores designed to focus on specific business functions for a specific community within an organization.
19. What does 'ad hoc reporting' mean in BI?
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Ad hoc reporting is a model of business intelligence in which reports are built and distributed by nontechnical business intelligence users. In other words, it allows end-users to create their own reports based on queries and searches.
20. What is 'benchmarking' in Business Intelligence?
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Benchmarking in BI involves comparing a company's performance metrics with industry bests or best practices from other companies to understand where the organization stands against competitors and identify areas for improvement.
21. What role does 'data governance' play in BI?
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Data governance in BI is the process of managing the availability, usability, integrity, and security of the data in enterprise systems, based on internal data standards and policies that control data usage.
22. What is 'predictive modeling' in BI?
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Predictive modeling in BI uses statistics to predict outcomes. Typically, historical data is used to build a mathematical model that captures important trends, which is then used for predicting future outcomes.
23. How is 'data discovery' relevant in BI?
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Data discovery in BI involves processes and tools that allow for the collection of data from various sources and the discovery of patterns and insights from that data, aiding in better decision-making.
24. What is 'cloud BI'?
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Cloud BI refers to a technology model where BI tools and applications are hosted on virtual networks, such as cloud servers, offering benefits like scalability, reduced infrastructure costs, and accessibility.
25. What does 'mobile BI' refer to?
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Mobile BI refers to the deployment of business intelligence data, tools, and applications on mobile devices, allowing users to access business insights and reports on-the-go through their smartphones or tablets.