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Data Analytics Initiatives - Managing Analytics for Success (Hardcover)
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Data Analytics Initiatives - Managing Analytics for Success (Hardcover)
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The categorisation of analytical projects could help to simplify
complexity reasonably and, at the same time, clarify the critical
aspects of analytical initiatives. But how can this complex work be
categorized? What makes it so complex? Data Analytics Initiatives:
Managing Analytics for Success emphasizes that each analytics
project is different. At the same time, analytics projects have
many common aspects, and these features make them unique compared
to other projects. Describing these commonalities helps to develop
a conceptual understanding of analytical work. However, features
specific to each initiative affects the entire analytics project
lifecycle. Neglecting them by trying to use general approaches
without tailoring them to each project can lead to failure. In
addition to examining typical characteristics of the analytics
project and how to categorise them, the book looks at specific
types of projects, provides a high-level assessment of their
characteristics from a risk perspective, and comments on the most
common problems or challenges. The book also presents examples of
questions that could be asked of relevant people to analyse an
analytics project. These questions help to position properly the
project and to find commonalities and general project challenges.
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