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Computational Methods for Deep Learning: Theoretic, Practice and Applications (Texts in Computer Science)
Computational Methods for Deep Learning: Theoretic, Practice and Applications (Texts in Computer Science)

Integrating concepts from deep learning, machine learning, and artificial neural networks, this highly unique textbook presents content progressively from easy to more complex, orienting its content about knowledge transfer from the viewpoint of machine intelligence. It adopts the methodology from graphical theory, mathematical...

Algorithms: Design and Analysis (De Gruyter Textbook)
Algorithms: Design and Analysis (De Gruyter Textbook)

Algorithms play a central role both in the theory and in the practice of computing. The goal of the authors was to write a textbook that would not trivialize the subject but would still be readable by most students on their own. The book contains over 120 exercises. Some of them are drills; others make important points about the...

3D Graphics for Game Programming
3D Graphics for Game Programming
Many of computer graphics classes in colleges are focused on real-time rendering and animation. However, it is not easy to nd an appropriate textbook, which presents the state of the art in interactive graphics, is balanced between theory and practicality, and is of a proper length to be covered in a semester. This book is...
Secure Communicating Systems: Design, Analysis, and Implementation
Secure Communicating Systems: Design, Analysis, and Implementation
This volume details what every computer scientist ought to know about cryptographic systems, security protocols, and secure information flow in programs. Highlights include discussions of the new advanced encryption standard "Rijndael"; an optimal public-key encryption using RSA which turns "textbook RSA" into a practical...
The Algorithm Design Manual
The Algorithm Design Manual
This expanded and updated second edition of a classic bestseller continues to take the "mystery" out of designing and analyzing algorithms and their efficacy and efficiency. Expanding on the highly successful formula of the first edition, the book now serves as the primary textbook of choice for any algorithm design course while...
Natural Language Processing with Python
Natural Language Processing with Python
This book offers a highly accessible introduction to Natural Language Processing, the field that underpins a variety of language technologies, ranging from predictive text and email filtering to automatic summarization and translation. With Natural Language Processing with Python, you'll learn how to write Python programs to work with large...
Wireless Sensor Networks (Ian F. Akyildiz Series in Communications and Networking)
Wireless Sensor Networks (Ian F. Akyildiz Series in Communications and Networking)

This book presents an in-depth study on the recent advances in Wireless Sensor Networks (WSNs). The authors describe the existing WSN applications and discuss the research efforts being undertaken in this field. Theoretical analysis and factors influencing protocol design are also highlighted. The authors explore state-of-the-art protocols...

Linear Programming with MATLAB (MPS-SIAM Series on Optimization)
Linear Programming with MATLAB (MPS-SIAM Series on Optimization)
This textbook provides a self-contained introduction to linear programming using MATLAB® software to elucidate the development of algorithms and theory. Early chapters cover linear algebra basics, the simplex method, duality, the solving of large linear problems, sensitivity analysis, and parametric linear programming. In later chapters, the...
Linear Algebra (Textbooks in Mathematics)
Linear Algebra (Textbooks in Mathematics)
What you hold in your hand or—this is the 21st century—view on screen shouldn’t exist.

Let me explain. Mathematics is often taught by presenting students with a broad concept, like linear independence, and then a set of tools for identifying, using, or creating it. More rigorous courses might
...
Algorithms and Architectures of Artificial Intelligence (Frontiers in Artificial Intelligence and Applications)
Algorithms and Architectures of Artificial Intelligence (Frontiers in Artificial Intelligence and Applications)
This book gives an overview of methods developed in artificial intelligence for search, learning, problem solving and decision-making. It gives an overview of algorithms and architectures of artificial intelligence that have reached the degree of maturity when a method can be presented as an algorithm, or when a well-defined architecture is known,...
Introduction to Programming Using Python
Introduction to Programming Using Python

Introduction to Programming Using Python  is intended for use in the introduction to programming course.

 

Daniel Liang is known for his “fundamentals-first” approach to teaching programming concepts and techniques....

Understanding and Using Linear Programming (Universitext)
Understanding and Using Linear Programming (Universitext)
From the reviews:

"The authors’ guiding phrase is ‘what every theoretical computer scientist should know about linear programming’. … this book is easy and pleasant reading. A number of examples and illustrations are provided throughout the book. … The book is well written and well organized; I recommend it...

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