Data Analytics Initiatives Managing Analytics for Success.
Bothe, Ond�rej.
Data Analytics Initiatives Managing Analytics for Success. [electronic resource] : - Milton : Auerbach Publishers, Incorporated, 2022. - 1 online resource (164 p.)
Description based upon print version of record.
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.
9781000629347 1000629341 9781000629293 1000629295 9781003304081 1003304087
10.1201/9781003304081 doi
Quantitative research.
Research--Data processing.
COMPUTERS / Database Management / Data Mining
BUSINESS & ECONOMICS / Project Management
P53.755
001.42
Data Analytics Initiatives Managing Analytics for Success. [electronic resource] : - Milton : Auerbach Publishers, Incorporated, 2022. - 1 online resource (164 p.)
Description based upon print version of record.
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.
9781000629347 1000629341 9781000629293 1000629295 9781003304081 1003304087
10.1201/9781003304081 doi
Quantitative research.
Research--Data processing.
COMPUTERS / Database Management / Data Mining
BUSINESS & ECONOMICS / Project Management
P53.755
001.42