Alexander Borek, Nadine Prill

Driving Digital Transformation through Data and AI (eBook, ePUB)

A Practical Guide to Delivering Data Science and Machine Learning Products

• Format: ePub

Produktbeschreibung

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.

Produktdetails

• Verlag: Kogan Page
• Seitenzahl: 264
• Erscheinungstermin: 3. November 2020
• Englisch
• ISBN-13: 9781789665406
• Artikelnr.: 60437491

Autorenporträt

Alexander Borek and Nadine Prill

Inhaltsangabe

Chapter
01: Introduction to delivering data and AI products; Chapter
02: Developing the data and AI product strategy and goals; Chapter
03: Setting up the data and AI product delivery organization; Chapter
04: Identifying and defining data and AI products; Chapter
05: Delivering high quality data and AI products; Chapter
06: Designing the data and AI platform and architecture; Chapter
07: Driving transformative change with data and AI products; Chapter
08: The future of data and AI products in your organization