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Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning
Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning

From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural...

Applied SOA: Service-Oriented Architecture and Design Strategies
Applied SOA: Service-Oriented Architecture and Design Strategies
You need more than theory to make SOA work.

You need this practical guide.

The challenge today's IT professionals face is not how to build a service. It's how to build a quality service, based on solid design principles and integrated into an architecture that enhances overall business...

Categories for Software Engineering
Categories for Software Engineering

This book provides a gentle, software engineering oriented introduction to category theory. Assuming only a minimum of mathematical preparation, this book explores the use of categorical constructions from the point of view of the methods and techniques that have been proposed for the engineering of complex software systems: object-oriented...

Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist
Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist
Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. This book teaches you techniques for both data manipulation and visualization and shows you the best way for developing new software packages for R.

Beginning Data Science in R...
Learning OpenCV: Computer Vision with the OpenCV Library
Learning OpenCV: Computer Vision with the OpenCV Library
Learning OpenCV puts you right in the middle of the rapidly expanding field of computer vision. Written by the creators of OpenCV, the widely used free open-source library, this book introduces you to computer vision and demonstrates how you can quickly build applications that enable computers to "see" and make decisions based on the...
Numerical Polynomial Algebra
Numerical Polynomial Algebra
This first book on the numerical analysis of polynomial systems is a stepping stone at the interface of symbolic computation and numerical computation. Bernard Sturmfels, Department of Mathematics, University of Berkeley

I am not familiar with any books that do such a careful job of combining numerical analysis with the algebra of
...
How To Think Like A Computer Scientist: C++ Version
How To Think Like A Computer Scientist: C++ Version

The goal of this book is to teach you to think like a computer scientist. 1 like the way computer scientists think because they combine some of the best fea tures of Mathematics, Engineering, and Natural Science. Like mathematicians, computer scientists use formal languages to denote ideas (specifically computa tions). Like engineers,...

NumPy Beginner's Guide  - Second Edition
NumPy Beginner's Guide - Second Edition

An action packed guide using real world examples of the easy to use, high performance, free open source NumPy mathematical library

Overview

  • Perform high performance calculations with clean and efficient NumPy code
  • Analyze large data sets with statistical functions
  • Execute...
Matplotlib Plotting Cookbook
Matplotlib Plotting Cookbook

This book follows a cookbook style approach that puts orthogonal and non-redundant recipes in your hands. Rather than rehashing the user manual, the explanations expose the underlying logic behind Matplotlib.

If you are an engineer or scientist who wants to create great visualizations with Python, rather than yet another
...

Demystifying the Ipsec Puzzle (Artech House Computer Security Series)
Demystifying the Ipsec Puzzle (Artech House Computer Security Series)
Now that the Internet has blossomed into the "Information Superhighway," with its traffic (and drivers) becoming increasingly diverse, security has emerged as a primary concern. This innovative new book offers you a global, integrated approach to providing Internet Security at the network layer. You get a detailed presentation of the...
The Character of Physical Law (Messenger Lectures, 1964)
The Character of Physical Law (Messenger Lectures, 1964)

In these Messenger Lectures, originally delivered at Cornell University and recorded for television by the BBC, Richard Feynman offers an overview of selected physical laws and gathers their common features into one broad principle of invariance. He maintains at the outset that the importance of a physical law is not "how clever...

Building Probabilistic Graphical Models with Python
Building Probabilistic Graphical Models with Python

Solve machine learning problems using probabilistic graphical models implemented in Python with real-world applications

About This Book

  • Stretch the limits of machine learning by learning how graphical models provide an insight on particular problems, especially in high dimension areas such as image...
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