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To glean insights from the data, many analysts and data scientists rely on ___.Data miningData visualizationData warehouseAll of above

Question

To glean insights from the data, many analysts and data scientists rely on ___.Data miningData visualizationData warehouseAll of above

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Solution

All of the above. Analysts and data scientists rely on data mining, data visualization, and data warehouses to glean insights from data.

  1. Data Mining: This is the process of discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems. It is an essential process where intelligent methods are applied to extract data patterns.

  2. Data Visualization: This is the representation of data in a graphical format. It helps analysts and data scientists to see analytics presented visually, so they can grasp difficult concepts or identify new patterns.

  3. Data Warehouse: This is a large store of data collected from a wide range of sources within a company and used to guide management decisions. It separates analysis workload from transaction workload and allows an organization to consolidate data from several sources.

So, all these tools are used in conjunction to extract valuable insights from the data.

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Similar Questions

Question12Max. score: 2.00To glean insights from the data, many analysts and data scientists rely on ___.Data miningData visualizationData warehouseAll of above

Which of the following is NOT a common data visualization tool used in business intelligence?(1 Point)a) Microsoft Excel b) Tableauc) Pythond) Power BI

2. This is a broad category of applications and technologies for gathering, storing, analyzing, and providing access to data to help enterprise users make better business decisions.*data martbusiness information warehousebusiness intelligencedata mining

What is a data warehouse primarily used for?a. Storing transactional datab. Storing processed data for analysisc. Storing real-time datad. Storing metadata

The deployment of large data warehouses with terabytes or even petabytes of data been crucial to the growth of decision support. All the following explain why EXCEPTdata warehouses have enabled the collection of decision makers in one place.data warehouses have enabled the affordable collection of data for analytics.  data warehouses have assisted the collection of data from multiple sources.data warehouses have assisted the collection of data for data mining

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