EAN: 9781484249062

MANAGING YOUR DATA SCIENCE PROJECTS - ROBERT DE...

At first glance  the skills required to work in the data science field appear to be
self-explanatory. Do not be fooled. Impactful data science demands an interdisciplinary
knowledge of business philosophy  project management  salesmanship  presentation  and more. In
Managing Your Data Science Projects  author Robert de Graaf explores important concepts that
are frequently overlooked in much of the instructional literature that is available to data
scientists new to the field. If your completed models are to be used and maintained most
effectively  you must be able to present and sell them within your organization in a compelling
way. The value of data science within an organization cannot be overstated. Thus  it is vital
that strategies and communication between teams are dexterously managed. Three main ways that
data science strategy is used in a company is to research its customers  assess risk analytics
and log operational measurements. These all require different managerial instincts  backgrounds
and experiences  and de Graaf cogently breaks down the unique reasons behind each. They must
align seamlessly to eventually be adopted as dynamic models. Data science is a relatively new
discipline  and as such  internal processes for it are not as well-developed within an
operational business as others. With Managing Your Data Science Projects  you will learn how to
create products that solve important problems for your customers and ensure that the initial
success is sustained throughout the product's intended life. Your users will trust you and your
models  and most importantly  you will be a more well-rounded and effectual data scientist
throughout your career. Who This Book Is ForEarly-career data scientists  managers of data
scientists  and those interested in entering the field of data science

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