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Data science strategy for dummies / by Ulrika Jägare ; foreword by Lillian Pierson, CEO of Data-Mania.

by Jägare, Ulrika, author.

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Hoboken, NJ : John Wiley & Sons, [2019]

Data structures (Computer science)

Database management.

9781119566250 (paperback) :

1119566258 (paperback)

xvi, 332 pages : illustrations ; 24 cm

Framing data science strategy -- Considering the inherent complexity in data science -- Dealing with difficult challenges -- Managing change in data science -- Understanding the past, present, and future of data -- Knowing your data -- Considering the ethical aspects of data science -- Becoming data-driven -- Evolving from data-driven to machine-driven -- Building successful data science teams -- Approaching a data science organizational setup -- Positioning the role of the Chief Data Officer (CDO) -- Acquiring resources and competencies -- Developing a data architecture -- Focusing data governance on the right aspects -- Managing models during development and production -- Exploring the importance of open source -- Realizing the infrastructure -- Investing in data as a business -- Using data for insights or commercial opportunities -- Engaging differently with your customers -- Introducing data-driven business models -- Handling new delivery models -- Ten reasons to develop a data science strategy -- Ten mistakes to avoid when investing in data science.

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