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Data Analytics and AI (Hardcover)
Loot Price: R4,299
Discovery Miles 42 990
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Data Analytics and AI (Hardcover)
Series: Data Analytics Applications
Expected to ship within 12 - 17 working days
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Analytics and artificial intelligence (AI), what are they good for?
The bandwagon keeps answering, absolutely everything! Analytics and
artificial intelligence have captured the attention of everyone
from top executives to the person in the street. While these
disciplines have a relatively long history, within the last ten or
so years they have exploded into corporate business and public
consciousness. Organizations have rushed to embrace data-driven
decision making. Companies everywhere are turning out products
boasting that "artificial intelligence is included." We are indeed
living in exciting times. The question we need to ask is, do we
really know how to get business value from these exciting tools?
Unfortunately, both the analytics and AI communities have not done
a great job in collaborating and communicating with each other to
build the necessary synergies. This book bridges the gap between
these two critical fields. The book begins by explaining the
commonalities and differences in the fields of data science,
artificial intelligence, and autonomy by giving a historical
perspective for each of these fields, followed by exploration of
common technologies and current trends in each field. The book also
readers introduces to applications of deep learning in industry
with an overview of deep learning and its key architectures, as
well as a survey and discussion of the main applications of deep
learning. The book also presents case studies to illustrate
applications of AI and analytics. These include a case study from
the healthcare industry and an investigation of a digital
transformation enabled by AI and analytics transforming a
product-oriented company into one delivering solutions and
services. The book concludes with a proposed AI-informed data
analytics life cycle to be applied to unstructured data.
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