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Data Science and Analytics Strategy

- An Emergent Design Approach
Af: Kailash Awati, Alexander Scriven Engelsk Paperback

Data Science and Analytics Strategy

- An Emergent Design Approach
Af: Kailash Awati, Alexander Scriven Engelsk Paperback
Tjek vores konkurrenters priser

This book describes how to establish data science and analytics capabilities in organisations using Emergent Design, an evolutionary approach that increases the chances of successful outcomes while minimising upfront investment. Based on their experiences and those of a number of data leaders, the authors provide actionable advice on data technologies, processes, and governance structures so that readers can make choices that are appropriate to their organisational contexts and requirements.

The book blends academic research on organisational change and data science processes with real-world stories from experienced data analytics leaders, focusing on the practical aspects of setting up a data capability. In addition to a detailed coverage of capability, culture, and technology choices, a unique feature of the book is its treatment of emerging issues such as data ethics and algorithmic fairness.

Data Science and Analytics Strategy: An Emergent Design Approach has been written for professionals who are looking to build data science and analytics capabilities within their organisations as well as those who wish to expand their knowledge and advance their careers in the data space. Providing deep insights into the intersection between data science and business, this guide will help professionals understand how to help their organisations reap the benefits offered by data. Most importantly, readers will learn how to build a fit-for-purpose data science capability in a manner that avoids the most common pitfalls.

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This book describes how to establish data science and analytics capabilities in organisations using Emergent Design, an evolutionary approach that increases the chances of successful outcomes while minimising upfront investment. Based on their experiences and those of a number of data leaders, the authors provide actionable advice on data technologies, processes, and governance structures so that readers can make choices that are appropriate to their organisational contexts and requirements.

The book blends academic research on organisational change and data science processes with real-world stories from experienced data analytics leaders, focusing on the practical aspects of setting up a data capability. In addition to a detailed coverage of capability, culture, and technology choices, a unique feature of the book is its treatment of emerging issues such as data ethics and algorithmic fairness.

Data Science and Analytics Strategy: An Emergent Design Approach has been written for professionals who are looking to build data science and analytics capabilities within their organisations as well as those who wish to expand their knowledge and advance their careers in the data space. Providing deep insights into the intersection between data science and business, this guide will help professionals understand how to help their organisations reap the benefits offered by data. Most importantly, readers will learn how to build a fit-for-purpose data science capability in a manner that avoids the most common pitfalls.

Produktdetaljer
Sprog: Engelsk
Sider: 230
ISBN-13: 9781032196329
Indbinding: Paperback
Udgave:
ISBN-10: 1032196327
Udg. Dato: 5 apr 2023
Længde: 15mm
Bredde: 234mm
Højde: 155mm
Forlag: Taylor & Francis Ltd
Oplagsdato: 5 apr 2023
Forfatter(e) Kailash Awati, Alexander Scriven


Kategori Forskningsledelse og udviklingsledelse


ISBN-13 9781032196329


Sprog Engelsk


Indbinding Paperback


Sider 230


Udgave


Længde 15mm


Bredde 234mm


Højde 155mm


Udg. Dato 5 apr 2023


Oplagsdato 5 apr 2023


Forlag Taylor & Francis Ltd

Kategori sammenhænge