Driving Digital Transformation through Data and AI: A Practical Guide to Delivering Data Science and Machine Learning Products - Couverture souple

Borek, Alexander; Prill, Nadine

 
9781789665390: Driving Digital Transformation through Data and AI: A Practical Guide to Delivering Data Science and Machine Learning Products
Couverture souple
ISBN 10 : 1789665396 ISBN 13 : 9781789665390
Editeur : Kogan Page, 2020

Synopsis

Leading tech companies such as Netflix, Amazon and Uber use data science and machine learning at scale in their core business processes, whereas most traditional companies struggle to expand their machine learning projects beyond a small pilot scope. This book enables organizations to truly embrace the benefits of digital transformation by anchoring data and AI products at the core of their business.

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos des auteurs

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). Nadine holds a PhD from the University of Oxford.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Kogan Page
Date d'édition
2020
Langue
anglais
ISBN 10 
1789665396
ISBN 13 
9781789665390
Reliure
Broché
Nombre de pages
264
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Allemagne

Autres éditions populaires du même titre

9781789665413: Driving Digital Transformation Through Data and AI: A Practical Guide to Delivering Data Science and Machine Learning Products

Edition présentée

ISBN 10 :  1789665418 ISBN 13 :  9781789665413
Editeur : Kogan Page Ltd, 2020
Couverture rigide