Books > Computing & IT > Computer programming > Programming languages
|
Buy Now
Mastering Predictive Analytics with Python (Paperback)
Loot Price: R1,440
Discovery Miles 14 400
|
|
Mastering Predictive Analytics with Python (Paperback)
Expected to ship within 10 - 15 working days
|
Exploit the power of data in your business by building advanced
predictive modeling applications with Python About This Book *
Master open source Python tools to build sophisticated predictive
models * Learn to identify the right machine learning algorithm for
your problem with this forward-thinking guide * Grasp the major
methods of predictive modeling and move beyond the basics to a
deeper level of understanding Who This Book Is For This book is
designed for business analysts, BI analysts, data scientists, or
junior level data analysts who are ready to move from a conceptual
understanding of advanced analytics to an expert in designing and
building advanced analytics solutions using Python. You're expected
to have basic development experience with Python. What You Will
Learn * Gain an insight into components and design decisions for an
analytical application * Master the use Python notebooks for
exploratory data analysis and rapid prototyping * Get to grips with
applying regression, classification, clustering, and deep learning
algorithms * Discover the advanced methods to analyze structured
and unstructured data * Find out how to deploy a machine learning
model in a production environment * Visualize the performance of
models and the insights they produce * Scale your solutions as your
data grows using Python * Ensure the robustness of your analytic
applications by mastering the best practices of predictive analysis
In Detail The volume, diversity, and speed of data available has
never been greater. Powerful machine learning methods can unlock
the value in this information by finding complex relationships and
unanticipated trends. Using the Python programming language,
analysts can use these sophisticated methods to build scalable
analytic applications to deliver insights that are of tremendous
value to their organizations. In Mastering Predictive Analytics
with Python, you will learn the process of turning raw data into
powerful insights. Through case studies and code examples using
popular open-source Python libraries, this book illustrates the
complete development process for analytic applications and how to
quickly apply these methods to your own data to create robust and
scalable prediction services. Covering a wide range of algorithms
for classification, regression, clustering, as well as cutting-edge
techniques such as deep learning, this book illustrates not only
how these methods work, but how to implement them in practice. You
will learn to choose the right approach for your problem and how to
develop engaging visualizations to bring the insights of predictive
modeling to life Style and approach This book emphasizes on
explaining methods through example data and code, showing you
templates that you can quickly adapt to your own use cases. It
focuses on both a practical application of sophisticated algorithms
and the intuitive understanding necessary to apply the correct
method to the problem at hand. Through visual examples, it also
demonstrates how to convey insights through insightful charts and
reporting.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
You might also like..
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.