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Data Warehousing and Analytics - Fueling the Data Engine (Paperback, 1st ed. 2021)
Loot Price: R2,435
Discovery Miles 24 350
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Data Warehousing and Analytics - Fueling the Data Engine (Paperback, 1st ed. 2021)
Series: Data-Centric Systems and Applications
Expected to ship within 10 - 15 working days
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This textbook covers all central activities of data warehousing and
analytics, including transformation, preparation, aggregation,
integration, and analysis. It discusses the full spectrum of the
journey of data from operational/transactional databases, to data
warehouses and data analytics; as well as the role that data
warehousing plays in the data processing lifecycle. It also
explains in detail how data warehouses may be used by data engines,
such as BI tools and analytics algorithms to produce reports,
dashboards, patterns, and other useful information and knowledge.
The book is divided into six parts, ranging from the basics of data
warehouse design (Part I - Star Schema, Part II - Snowflake and
Bridge Tables, Part III - Advanced Dimensions, and Part IV -
Multi-Fact and Multi-Input), to more advanced data warehousing
concepts (Part V - Data Warehousing and Evolution) and data
analytics (Part VI - OLAP, BI, and Analytics). This textbook
approaches data warehousing from the case study angle. Each chapter
presents one or more case studies to thoroughly explain the
concepts and has different levels of difficulty, hence learning is
incremental. In addition, every chapter has also a section on
further readings which give pointers and references to research
papers related to the chapter. All these features make the book
ideally suited for either introductory courses on data warehousing
and data analytics, or even for self-studies by professionals. The
book is accompanied by a web page that includes all the used
datasets and codes as well as slides and solutions to exercises.
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