portada Driving Digital Transformation Through Data and ai: A Practical Guide to Delivering Data Science and Machine Learning Products (en Inglés)

Driving Digital Transformation Through Data and ai: A Practical Guide to Delivering Data Science and Machine Learning Products (en Inglés)

Formato

Libro Físico

Autor

Alexander Borek

Nadine Prill

Editorial

Kogan Page

Idioma

Inglés

Encuadernación

Tapa Blanda

Dimensiones

23.1x15.5x2 cm

Peso

0.52 kg.

ISBN13

9781789665390

Categorías

Ciencia y análisis de datos: generalidades
Estrategia empresarial
Gestión y técnicas de gestión
Análisis y captura de datos

Driving Digital Transformation Through Data and ai: A Practical Guide to Delivering Data Science and Machine Learning Products (en Inglés)

Alexander Borek (Autor) · Nadine Prill (Autor) · Kogan Page · Tapa Blanda

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Reseña del libro "Driving Digital Transformation Through Data and ai: A Practical Guide to Delivering Data Science and Machine Learning Products (en Inglés)"

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.