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Driving Digital Transformation through Data and AI

A Practical Guide to Delivering Data Science and Machine Learning Products

Avoid being left behind and make data science and artificial intelligence a profitable part of your business with this practical guide to product delivery.
EAN: 9781789665390
Edition: 1
Format: 234x156
248 pages

About the book

Leading digital businesses such as Netflix, Amazon and Uber use data science and machine learning at scale in all of their core business processes, but many organizations struggle to expand their projects beyond a small pilot scope. This book enables all organizations to realize the promised value of these projects.

This book explains the step-by-step processes around creating an effective data and AI product portfolio strategy, establishing delivery processes, and maturing the digital architecture and platform in a hybrid cloud environment. Key consideration is given to the challenges of obtaining buy-in from senior stakeholders, breaking organizational silos through knowledge sharing and using data and AI education as a powerful method for driving change.

Each chapter includes tools and templates, common pitfalls and global case studies covering industries such as insurance, fashion, consumer goods, finance, technology and automotive. With coverage of security, data protection and compliance, Driving Digital Transformation through Data and AI enables the organizational transformation required to get ahead in the age of artificial intelligence and digital disruption.

About the authors

Alexander Borek

Dr Alexander Borek is Global Head of Data & Analytics at Volkswagen Financial Services, where he runs the global data analytics and AI organization across 45 markets. Previously, he led the global Data and AI transformation at Volkswagen Group and worked as data and analytics consultant at Gartner and IBM, where he had advised global Fortune 500 executives across industries.

More about Alexander Borek

Nadine Borek-Prill

Dr Nadine Borek-Prill is Senior Associate Digital & AI, Project Manager and Machine Learning Software Developer at PricewaterhouseCoopers (PwC). She is a co-founder and distinguished member of TriRhena, a university business consulting group.

More about Nadine Borek-Prill