Data Science for Entrepreneurship

Principles and Methods for Data Engineering, Analytics, Entrepreneurship, and the Society

Inbunden, Engelska, 2023

Av Werner Liebregts, Willem-Jan van den Heuvel, Arjan van den Born, Willem-Jan van den Heuvel, Arjan van den Born

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The fast-paced technological development and the plethora of data create numerous opportunities waiting to be exploited by entrepreneurs. It walks the reader through sections on data engineering, and data analytics as well as sections on data entrepreneurship and data use in relation to society.

Produktinformation

Utgivningsdatum2023-03-25
Mått155 x 235 x 34 mm
Vikt1 064 g
FormatInbunden
SpråkEngelska
SerieClassroom Companion: Business
Antal sidor532
FörlagSpringer International Publishing AG
ISBN9783031195532

Tillhör följande kategorier

Entreprenörskap inom Ekonomi och ledarskap
Affärsapplikationer inom Data och it
Databaser inom Data och it
Affärsförhandlingar inom Ekonomi och ledarskap

Werner Liebregts is an Assistant Professor of Data Entrepreneurship at the Jheronimus Academy of Data Science (JADS, Tilburg University, the Netherlands), and a secretary of the Dutch Academy of Research in Entrepreneurship (DARE). His research focuses on how entrepreneurs and entrepreneurship scholars can leverage data science and AI for new value and new knowledge creation, respectively.Willem-Jan van den Heuvel is a Full Professor of Data Engineering at the Jheronimus Academy of Data Science (JADS, Tilburg University, the Netherlands), and the Academic Director of the JADS’ Data Governance lab. His research interests are at the cross-junction of software engineering, data science and AI, and distributed enterprise computing.Arjan van den Born is a Full Professor of Data Entrepreneurship and the former Academic Director of the Jheronimus Academy of Data Science (JADS), a joint initiative of Tilburg University and the Eindhoven University of Technology, both locatedin the Netherlands. He is also the Managing Director of a Regional Development Agency (RDA) in the Utrecht region (the Netherlands).

The Unlikely Wedlock Between Data Science and Entrepreneurship.- Data Engineering: Big Data Engineering.- Data Governance.- Big Data Architectures.- Data Engineering in Action.- Data Analytics: Supervised Machine Learning in a Nutshell.- An Intuitive Introduction to Deep Learning.- Sequential Experimentation and Learning.- Advanced Analytics on Complex Industrial Data.- Data Analytics in Action.- Data Entrepreneurship.- Data-Driven Decision Making.- Digital Entrepreneurship.- Strategy in the Era of Digital Disruption.- Digital Servitization in Agriculture.- Entrepreneurial Finance.- Entrepreneurial Marketing.- Data and Society: Data Protection Law and Responsible Data Science.- Perspectives from Intellectual Property Law.- Liability and Contract Issues Regarding Data.- Data Ethics and Data Science.- Value Sensitive Software Design.- Data Science for Entrepreneurship: The Road Ahead.