Author/Editor(s): Lillian Pierson
Publication Date: March 9, 2015
ISBN-10: 1118841557
ISBN-13: 978-1118841556
Language: English
Edition: 1
Publisher: For Dummies
Size: 7.62 MB
Format: pdf
Discover
how data science can help you gain in-depth insight into your business
the easy way! Jobs indata science abound, but few people have the data
science skills needed to fill these increasingly important roles in
organizations. Data Science For Dummies is the perfect starting point
for IT professionals and students interested in making sense of their
organization s massive data sets and applying their findings to
real-world business scenarios. From uncovering rich data sources to
managing large amounts of data within hardware and software limitations,
ensuring consistency in reporting, merging various data sources, and
beyond, you ll develop the know-how you need to effectively interpret
data and tell a story that can be understood by anyone in your
organization.
Provides
a background in data science fundamentals before moving on to working
with relational databases and unstructured data and preparing your data
for analysis
Details different data visualization techniques that can be used to showcase and summarize your data
Explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques
Includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark
It
s a big, big data world out there let Data Science For Dummies help you
harness its power and gain a competitive edge for your organization.
About
the AuthorLillian Pierson, P.E. is an entrepreneurial data scientist
and professional environmental engineer. She's the founder of
Data-Mania, a start-up that focuses mainly on web analytics, data-driven
growth services, data journalism, and data science training services.
She also covers the topics of data science, analytics, and statistics
for prominent organizations like IBM and UBM.
--Ira
Laefsky, MS Engineering/MBA formerly on the Senior Consulting Staff of
Arthur D. Little, Inc. and Digital Equipment Corporation
Links to Download or Buy
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Source
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