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Handbook of Deep Learning Models

Volume One: Fundamentals

de Parag Verma, Er. Devarasetty Purna Sankar, Anuj Bhardwaj, Vaibhav Chaudhari, Arnav Pandey, Ankur Dumka ...

This volume covers a comprehensive range of fundamental concepts in deep learning and artificial neural networks, making it suitable for beginners looking to learn the basics.Using Keras, a popular neural network API in Python, this book offers practical examples that reinforce the theoretical concepts discussed. Real-world case studies add relevance by showing how deep learning is applied across ... Leer más

$234.99 USD

This volume covers a comprehensive range of fundamental concepts in deep learning and artificial neural networks, making it suitable for beginners looking to learn the basics.Using Keras, a popular neural network API in Python, this book offers practical examples that reinforce the theoretical concepts discussed. Real-world case studies add relevance by showing how deep learning is applied across
... Leer más

Computer Organization and Design

The Hardware/Software Interface

de David A. Patterson, John L. Hennessy ...

Series series The Morgan Kaufmann Series in Computer Architecture and Design
Computer Organization and Design, Fourth Edition, has been updated with new exercises and improvements throughout suggested by instructors teaching from the book. It covers the revolutionary change from sequential to parallel computing, with a chapter on parallelism and sections in every chapter highlighting parallel hardware and software topics. It includes an appendix by the Chief Scientist and ... Leer más

$80.99 USD

Computer Organization and Design, Fourth Edition, has been updated with new exercises and improvements throughout suggested by instructors teaching from the book. It covers the revolutionary change from sequential to parallel computing, with a chapter on parallelism and sections in every chapter highlighting parallel hardware and software topics. It includes an appendix by the Chief Scientist and
... Leer más
Computer Networks

A Systems Approach

de Larry L. Peterson, Bruce S. Davie ...

Series series The Morgan Kaufmann Series in Networking
Computer Networks: A Systems Approach, Fifth Edition, explores the key principles of computer networking, with examples drawn from the real world of network and protocol design. Using the Internet as the primary example, this best-selling and classic textbook explains various protocols and networking technologies. The systems-oriented approach encourages students to think about how individual ... Leer más

$71.99 USD

Computer Networks: A Systems Approach, Fifth Edition, explores the key principles of computer networking, with examples drawn from the real world of network and protocol design. Using the Internet as the primary example, this best-selling and classic textbook explains various protocols and networking technologies. The systems-oriented approach encourages students to think about how individual
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Data Mining: Concepts and Techniques

de Jiawei Han, Micheline Kamber, Jian Pei ...

Series series The Morgan Kaufmann Series in Data Management Systems
Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and ... Leer más

$67.99 USD

Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and
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Patterns for Parallel Software Design

de Jorge Luis Ortega-Arjona ...

Series Libro 21 - Wiley Software Patterns Series
Essential reading to understand patterns for parallel programmingSoftware patterns have revolutionized the way we think about how software is designed, built, and documented, and the design of parallel software requires you to consider other particular design aspects and special skills. From clusters to supercomputers, success heavily depends on the design skills of software developers.Patterns ... Leer más

$60.00 USD

Essential reading to understand patterns for parallel programmingSoftware patterns have revolutionized the way we think about how software is designed, built, and documented, and the design of parallel software requires you to consider other particular design aspects and special skills. From clusters to supercomputers, success heavily depends on the design skills of software developers.Patterns
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Computer Architecture

A Quantitative Approach

de John L. Hennessy, David A. Patterson ...

Series series The Morgan Kaufmann Series in Computer Architecture and Design
Computer Architecture: A Quantitative Approach, Fifth Edition, explores the ways that software and technology in the cloud are accessed by digital media, such as cell phones, computers, tablets, and other mobile devices. The book, which became a part of Intel's 2012 recommended reading list for developers, covers the revolution of mobile computing. It also highlights the two most important factors ... Leer más

$80.99 USD

Computer Architecture: A Quantitative Approach, Fifth Edition, explores the ways that software and technology in the cloud are accessed by digital media, such as cell phones, computers, tablets, and other mobile devices. The book, which became a part of Intel's 2012 recommended reading list for developers, covers the revolution of mobile computing. It also highlights the two most important factors
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Machine Learning and Security

Protecting Systems with Data and Algorithms

de Clarence Chio, David Freeman ...

Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you’ll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, ... Leer más

$41.99 USD

Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you’ll explore ways to apply machine learning to security issues such as intrusion detection, malware classification,
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Graph Machine Learning

Take graph data to the next level by applying machine learning techniques and algorithms

de Claudio Stamile, Aldo Marzullo, Enrico Deusebio ...

Build machine learning algorithms using graph data and efficiently exploit topological information within your modelsKey FeaturesImplement machine learning techniques and algorithms in graph dataIdentify the relationship between nodes in order to make better business decisionsApply graph-based machine learning methods to solve real-life problemsBook DescriptionGraph Machine Learning will introduce ... Leer más

$40.99 USD o gratis con Kobo Plus

Build machine learning algorithms using graph data and efficiently exploit topological information within your modelsKey FeaturesImplement machine learning techniques and algorithms in graph dataIdentify the relationship between nodes in order to make better business decisionsApply graph-based machine learning methods to solve real-life problemsBook DescriptionGraph Machine Learning will introduce
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Architecture of Network Systems

de Dimitrios Serpanos, Tilman Wolf ...

Series series The Morgan Kaufmann Series in Computer Architecture and Design
Architecture of Network Systems explains the practice and methodologies that will allow you to solve a broad range of problems in system design, including problems related to security, quality of service, performance, manageability, and more. Leading researchers Dimitrios Serpanos and Tilman Wolf develop architectures for all network sub-systems, bridging the gap between operation and VLSI.This ... Leer más

$71.99 USD

Architecture of Network Systems explains the practice and methodologies that will allow you to solve a broad range of problems in system design, including problems related to security, quality of service, performance, manageability, and more. Leading researchers Dimitrios Serpanos and Tilman Wolf develop architectures for all network sub-systems, bridging the gap between operation and VLSI.This
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Network Processors

Architecture, Programming, and Implementation

de Ran Giladi ...

Series series Systems on Silicon
Network processors are the basic building blocks of today's high-speed, high-demand, quality-oriented communication networks. Designing and implementing network processors requires a new programming paradigm and an in-depth understanding of network processing requirements. This book leads the reader through the requirements and the underlying theory of networks, network processing, and network ... Leer más

$86.99 USD

Network processors are the basic building blocks of today's high-speed, high-demand, quality-oriented communication networks. Designing and implementing network processors requires a new programming paradigm and an in-depth understanding of network processing requirements. This book leads the reader through the requirements and the underlying theory of networks, network processing, and network
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VHDL for Logic Synthesis

de Andrew Rushton ...

Making VHDL a simple and easy-to-use hardware description languageMany engineers encountering VHDL (very high speed integrated circuits hardware description language) for the first time can feel overwhelmed by it. This book bridges the gap between the VHDL language and the hardware that results from logic synthesis with clear organisation, progressing from the basics of combinational logic, types, ... Leer más

$81.00 USD

Making VHDL a simple and easy-to-use hardware description languageMany engineers encountering VHDL (very high speed integrated circuits hardware description language) for the first time can feel overwhelmed by it. This book bridges the gap between the VHDL language and the hardware that results from logic synthesis with clear organisation, progressing from the basics of combinational logic, types,
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Graph Machine Learning

Learn about the latest advancements in graph data to build robust machine learning models

de Aldo Marzullo, Enrico Deusebio, Claudio Stamile ...

Enhance your data science skills with this updated edition featuring new chapters on LLMs, temporal graphs, and updated examples with modern frameworks, including PyTorch Geometric and DGL Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesMaster new graph ML techniques through updated examples using PyTorch Geometric and Deep Graph Library (DGL)Explore GML ... Leer más

$39.99 USD o gratis con Kobo Plus

Enhance your data science skills with this updated edition featuring new chapters on LLMs, temporal graphs, and updated examples with modern frameworks, including PyTorch Geometric and DGL Free with your book: DRM-free PDF version + access to Packt's next-gen Reader\*Key FeaturesMaster new graph ML techniques through updated examples using PyTorch Geometric and Deep Graph Library (DGL)Explore GML
... Leer más

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Handbook of Deep Learning Models

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Computer Organization and Design

Computer Networks

Data Mining: Concepts and Techniques

Patterns for Parallel Software Design

Computer Architecture

Machine Learning and Security

Graph Machine Learning

Architecture of Network Systems

Network Processors

VHDL for Logic Synthesis

Graph Machine Learning

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