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Books > Computing & IT > Applications of computing > Databases > Data mining
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Not currently available
Introduction To Data Mining And Analytics (Hardcover)
Loot Price: R1,998
Discovery Miles 19 980
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Introduction To Data Mining And Analytics (Hardcover)
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Data Mining and Analytics provides a broad and interactive overview
of a rapidly growing field. The exponentially increasing rate at
which data is generated creates a corresponding need for
professionals who can effectively handle its storage, analysis, and
translation. With a dual focus on concepts and operations, this
text comprises a complete how-to and is an excellent resource for
anyone considering the field. Case studies and hands-on activities
incorporate real-world data sets and allow students the opportunity
to exercise their new skills. Our Cloud Desktop integrates popular
data mining tools, giving students a valuable familiarity with
industry-standard applications. After defining the concepts of data
mining and machine learning, Data Mining and Analytics delves into
the types of databases, their respective relevance and popularity,
and the trends that affect their use. The importance of data
visualization for communication purposes is explored, as are the
processes of data cleansing, clustering, and classification. Excel,
SQL, NoSQL, Python, and R programming all receive in-depth
treatments, supplemented with hands-on exercises. Operations
covered in earlier chapters are given real-world context through a
practical application to the current issues of "big data" and of
text and image data mining. The text concludes by describing an
analyst's steps from planning through execution, ensuring that
readers gain the technical know-how to launch, lead, or support a
data project in the workplace.
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