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The objective of this phase of ETL is to consolidate information from several sources into a more manageable whole.
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- What factors contributed to Novartiss invoice processing being so complex?Explain the concept of data warehousing and its role in consolidating and analyzing data from disparate sources. What are the key components of a data warehouse architecture?Describe the role of OLAP (Online Analytical Processing) in data warehousing and its advantages over OLTP (Online Transaction Processing) systems.
- Elaborate on the role of surrogate keys in data warehousing. How do they enhance data integrity and performance in a data warehouse environment?Describe the concept of data warehousing and how it differs from traditional databases. What are the key components of a data warehousing architecture?When comparing organized and unstructured data, use examples. Among commercial settings, which kind is the most prevalent?
- Explain the concept of data warehousing appliances and their role in enterprise data management.Provide examples of various external sources of secondary data and discuss how information, as a product, is distributed.Describe the role of data marts in a data warehousing architecture. How do they differ from the central data warehouse?
- Discuss the key challenges that companies might face when implementing a CRM system.Explain the challenges and strategies involved in data warehousing, including data extraction, transformation, and loading (ETL) processes.What is the best way to characterize a data warehouse that describes how it works and how businesses benefit from it?