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The The Art of Data-Driven Business - Transform your organization into a data-driven one with the power of Python machine learning (Paperback)
Loot Price: R995
Discovery Miles 9 950
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The The Art of Data-Driven Business - Transform your organization into a data-driven one with the power of Python machine learning (Paperback)
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Total price: R1,015
Discovery Miles: 10 150
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Learn how to make the right decisions for your business with the
help of Python recipes and the expertise of data leaders Key
Features Learn and practice various clustering techniques to gather
market insights Explore real-life use cases from the business world
to contextualize your learning Work your way through practical
recipes that will reinforce what you have learned Book
DescriptionOne of the most valuable contributions of data science
is toward helping businesses make the right decisions.
Understanding this complicated confluence of two disparate worlds,
as well as a fiercely competitive market, calls for all the
guidance you can get. The Art of Data-Driven Business is your
invaluable guide to gaining a business-driven perspective, as well
as leveraging the power of machine learning (ML) to guide
decision-making in your business. This book provides a common
ground of discussion for several profiles within a company. You'll
begin by looking at how to use Python and its many libraries for
machine learning. Experienced data scientists may want to skip this
short introduction, but you'll soon get to the meat of the book and
explore the many and varied ways ML with Python can be applied to
the domain of business decisions through real-world business
problems that you can tackle by yourself. As you advance, you'll
gain practical insights into the value that ML can provide to your
business, as well as the technical ability to apply a wide variety
of tried-and-tested ML methods. By the end of this Python book,
you'll have learned the value of basing your business decisions on
data-driven methodologies and have developed the Python skills
needed to apply what you've learned in the real world. What you
will learn Create effective dashboards with the seaborn library
Predict whether a customer will cancel their subscription to a
service Analyze key pricing metrics with pandas Recommend the right
products to your customers Determine the costs and benefits of
promotions Segment your customers using clustering algorithms Who
this book is forThis book is for data scientists, machine learning
engineers and developers, data engineers, and business decision
makers who want to apply data science for business process
optimization and develop the skills needed to implement data
science projects in marketing, sales, pricing, customer success, ad
tech, and more from a business perspective. Other professionals
looking to explore how data science can be used to improve business
operations, as well as individuals with technical skills who want
to back their technical proposal with a strong business case will
also find this book useful.
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