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Information-Theoretic Methods in Data Science

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Learn about the state-of-the-art at the interface between information theory and data science with this first unified treatment of the subject. Written by leading experts in a clear, tutorial style, and using consistent notation and definitions throughout, it shows how information-theoretic methods are being used in data acquisition, data representation, data analysis, and statistics and machine learning. Coverage is broad, with chapters on signal acquisition, data compression, compressive sensing, data communication, representation learning, emerging topics in statistics, and much more. Each chapter includes a topic overview, definition of the key problems, emerging and open problems, and an extensive reference list, allowing readers to develop in-depth knowledge and understanding. Providing a thorough survey of the current research area and cutting-edge trends, this is essential reading for graduate students and researchers working in information theory, signal processing, machine learning, and statistics.
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Computer Networking
Computer Networking
Welcome to the eighth edition of Computer Networking: A Top-Down Approach. Since the publication of the first edition 20 years ago, our book has been adopted for use at many hundreds of colleges and universities, translated into 14 languages, and used by many hundreds of thousands students and practitioners worldwide. We’ve...
Project Management: A Practical Approach (Routledge-Noordhoff International Editions)
Project Management: A Practical Approach (Routledge-Noordhoff International Editions)

Project Management introduces business and management students to project-based working as a means to tackle projects successfully in a unique and accessible way.

Not only in business circles, but also in the field of education, increasingly more activities are performed using a project-based approach. Consider,...

MATLAB Recipes: A Problem-Solution Approach
MATLAB Recipes: A Problem-Solution Approach

Learn from state-of-the-art examples in robotics, motors, detection filters, chemical processes, aircraft, and spacecraft. With this book you will review contemporary MATLAB coding including the latest MATLAB language features and use MATLAB as a software development environment including code organization, GUI development, and...


Statistics for Engineers: An Introduction with Examples from Practice
Statistics for Engineers: An Introduction with Examples from Practice
This book describes how statistical methods can be effectively applied in the work of an engineer in terms that can be readily understood. Application of these methods enables the effort involved in experiments to be reduced, the results of these experiments to be fully evaluated, and statistically sound statements to be made as a result....
UNDERSTANDING STATISTICS
UNDERSTANDING STATISTICS
This is a book on the understanding of statistical concepts. If you have no knowledge, you will receive basic knowledge, without having to worry much about mathematics. And if you already know something about statistical methods, you will get a better understanding of the ideas behind them. All basic concepts are discussed in detail and...
JAVA 14: DEVELOPMENT OF APPLICATIONS WITH JAVAFX
JAVA 14: DEVELOPMENT OF APPLICATIONS WITH JAVAFX
This book is the fourteenth in a series of books on software development and deals with
JavaFX. The book introduces JavaFX as an alternative to Swing and Java2D, thus treating
how to work with 2D graphics in JavaFX, as well as the main components and layout.
The goal is that you will quickly be able to write programs
...
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