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Driving Digital Transformation through Data and AI
A Practical Guide to Delivering Data Science and Machine Learning Products
By: Alexander Borek, Nadine Prill
Paperback | 3 November 2020 | Edition Number 1
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It provides executives with the essential tools and concepts to establish a data and AI portfolio strategy as well as the organizational setup and agile processes that are required to deliver machine learning products at scale. Key consideration is given to advancing the data architecture and governance, balancing stakeholder needs and breaking organizational silos through new ways of working.
Each chapter includes templates, common pitfalls and global case studies covering industries such as insurance, fashion, consumer goods, finance, manufacturing and automotive. Covering a holistic perspective on strategy, technology, product and company culture, Driving Digital Transformation through Data and AI guides the organizational transformation required to get ahead in the age of AI.
About the Authors
Dr Alexander Borek is an independent advisor for data, analytics and machine learning strategy. He was previously the Global Head of Data, Analytics & AI at Volkswagen Financial Services, scaling data products across international markets. In his previous roles, he led the data transformation at Volkswagen Group and worked as management consultant at Gartner and IBM.
Dr Nadine Prill is Head of Product at Taktile, a Berlin based tech company that provides a platform for machine learning model deployment, governance and explainability. Previously, she worked as product manager at PricewaterhouseCoopers (PwC). She holds a PhD from the University of Oxford.
Industry Reviews
"Clear and to the point in a language that works for executives. A must-read for any leader." * Holger Koemm, Senior Director Advanced Analytics, Adidas *
"A great in-depth introduction to how to add value to companies using digitalization, data and AI." * Patrick Glauner, Professor of Artificial Intelligence, Deggendorf Institute of Technology *
"Provides great guidance on how to think of data products instead of projects - which is a key factor in mastering the challenges of digitalization." * Carsten Bange, Founder and CEO, BARC (Business Application Research Centre) *
"A must-read for everyone involved into turning digitization and AI into real value for your company. Whether you're in the middle of the process looking for some orientation or just about getting started, this book will provide you with the advice you need!" * Alexander Thamm, CEO and Founder of Alexander Thamm GmbH *
ISBN: 9781789665390
ISBN-10: 1789665396
Published: 3rd November 2020
Format: Paperback
Language: English
Number of Pages: 264
Audience: Professional and Scholarly
Publisher: Kogan Page
Country of Publication: GB
Edition Number: 1
Dimensions (cm): 23.5 x 16 x 1
Weight (kg): 0.51
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- Non-FictionBusiness & ManagementBusiness Strategy
- Non-FictionReference, Information & Interdisciplinary SubjectsResearch & InformationData Analysis
- Non-FictionComputing & I.T.Computer ScienceArtificial Intelligence
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