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Enhancing Deep Learning with Bayesian Inference

Create more powerful, robust deep learning systems with Bayesian deep learning in Python

by Matt Benatan, Jochem Gietema, Marian Schneider ...

Develop Bayesian Deep Learning models to help make your own applications more robust.Key FeaturesGain insights into the limitations of typical neural networksAcquire the skill to cultivate neural networks capable of estimating uncertaintyDiscover how to leverage uncertainty to develop more robust machine learning systemsBook DescriptionDeep learning has an increasingly significant impact on our ... Read more

$46.79 USD or Free with Kobo Plus

Develop Bayesian Deep Learning models to help make your own applications more robust.Key FeaturesGain insights into the limitations of typical neural networksAcquire the skill to cultivate neural networks capable of estimating uncertaintyDiscover how to leverage uncertainty to develop more robust machine learning systemsBook DescriptionDeep learning has an increasingly significant impact on our
... Read more
Structural Pattern Recognition using Graph Matching

Approximate and Error-Tolerant Algorithms

by Shri Prakash Dwivedi, Ravi Shankar Singh ...

This book presents a comprehensive exploration of structural pattern recognition with a clear understanding of graph representation and manipulation. It explains graph matching techniques, unearthing the core principles of graph similarity measures, subgraph isomorphism, and advanced algorithms tailored to various pattern recognition tasks. It bridges the gap between theory and application by ... Read more

$77.99 USD

This book presents a comprehensive exploration of structural pattern recognition with a clear understanding of graph representation and manipulation. It explains graph matching techniques, unearthing the core principles of graph similarity measures, subgraph isomorphism, and advanced algorithms tailored to various pattern recognition tasks. It bridges the gap between theory and application by
... Read more
Practical Approach to Conducting a Systematic Review and Meta-Analysis

Edited by Abdelrahman M. Makram, Nguyen Tien Huy ...

Systematic reviews are critical for providing insights into the accuracy and reliability of different tests employed in research. Additionally, meta-analyses are necessary for synthesizing the information from multiple systematic reviews, consolidating the data. These tests are often crucial for informing clinicians and policymakers and providing insight for future research. As a result, it is ... Read more

$161.99 USD

Systematic reviews are critical for providing insights into the accuracy and reliability of different tests employed in research. Additionally, meta-analyses are necessary for synthesizing the information from multiple systematic reviews, consolidating the data. These tests are often crucial for informing clinicians and policymakers and providing insight for future research. As a result, it is
... Read more
Handbook of Research on Digital Transformation and Challenges to Data Security and Privacy

Edited by Pedro Fernandes Anunciação, Cláudio Roberto Magalhães Pessoa, George Leal Jamil ...

Heavily dominated by the sector of information and communication technologies, economic organizations pursue digital transformation as a differentiating factor and source of competitive advantage. Understanding the challenges of digital transformation is critical to managers to ensure business sustainability. However, there are some problems, such as architecture, security, and reliability, among ... Read more

$269.99 USD

Heavily dominated by the sector of information and communication technologies, economic organizations pursue digital transformation as a differentiating factor and source of competitive advantage. Understanding the challenges of digital transformation is critical to managers to ensure business sustainability. However, there are some problems, such as architecture, security, and reliability, among
... Read more
Big Data Quantification for Complex Decision-Making

Edited by Chao Zhang, Wentao Li ...

Many professionals are facing a monumental challenge: navigating the intricate landscape of information to make impactful choices. The sheer volume and complexity of big data have ushered in a shift, demanding innovative methodologies and frameworks. Big Data Quantification for Complex Decision-Making tackles this challenge head-on, offering a comprehensive exploration of the tools necessary to ... Read more

$301.49 USD

Many professionals are facing a monumental challenge: navigating the intricate landscape of information to make impactful choices. The sheer volume and complexity of big data have ushered in a shift, demanding innovative methodologies and frameworks. Big Data Quantification for Complex Decision-Making tackles this challenge head-on, offering a comprehensive exploration of the tools necessary to
... Read more
Computational and Decision Methods in Economics and Business

Proceedings of the International Workshop “Innovation, Complexity and Uncertainty in Economics and Business”

Edited by Anna Maria Gil-Lafuente, Josefa Boria, Agustín Torres, José M. Merigó, Janusz Kacprzyk ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents different topics related to innovation, complexity, uncertainty, modeling and simulation, fuzzy logic, decision-making, aggregation operators, business and economic applications, among others. The chapters are the results of research presented at the International Workshop "Innovation, Complexity and Uncertainty in Economics and Business", held in Barcelona, in November 2019, by ... Read more

$152.09 USD

This book presents different topics related to innovation, complexity, uncertainty, modeling and simulation, fuzzy logic, decision-making, aggregation operators, business and economic applications, among others. The chapters are the results of research presented at the International Workshop "Innovation, Complexity and Uncertainty in Economics and Business", held in Barcelona, in November 2019, by
... Read more
Cyber Security Intelligence and Analytics

The 5th International Conference on Cyber Security Intelligence and Analytics (CSIA 2023), Volume 2

Edited by Zheng Xu, Saed Alrabaee, Octavio Loyola-González, Niken Dwi Wahyu Cahyani, Nurul Hidayah Ab Rahman ...

Series series Springer Nature Proceedings excluding Computer Science
This book provides the proceedings of the 5th International Conference on Cyber Security Intelligence and Analytics. The 5th International Conference on Cyber Security Intelligence and Analytics (CSIA 2023) is an international conference dedicated to promoting novel theoretical and applied research advances in the interdisciplinary agenda of cyber security, particularly focusing on threat ... Read more

$215.09 USD

This book provides the proceedings of the 5th International Conference on Cyber Security Intelligence and Analytics. The 5th International Conference on Cyber Security Intelligence and Analytics (CSIA 2023) is an international conference dedicated to promoting novel theoretical and applied research advances in the interdisciplinary agenda of cyber security, particularly focusing on threat
... Read more
Machine Learning for Absolute Beginners

An Introduction to the Fundamentals and Applications of Machine Learning

by daniel huston ...

Machine Learning for Absolute Beginners" is a book designed to introduce readers with no prior experience to the exciting and rapidly growing field of machine learning. Machine learning is a branch of artificial intelligence that enables computers to learn from data and make predictions or decisions based on that learning. This book is written in a clear and approachable style, making it easy for ... Read more

$10.59 USD

Machine Learning for Absolute Beginners" is a book designed to introduce readers with no prior experience to the exciting and rapidly growing field of machine learning. Machine learning is a branch of artificial intelligence that enables computers to learn from data and make predictions or decisions based on that learning. This book is written in a clear and approachable style, making it easy for
... Read more
Data Ingestion with Python Cookbook

A practical guide to ingesting, monitoring, and identifying errors in the data ingestion process

by Gláucia Esppenchutz ...

Deploy your data ingestion pipeline, orchestrate, and monitor efficiently to prevent loss of data and qualityKey FeaturesHarness best practices to create a Python and PySpark data ingestion pipelineSeamlessly automate and orchestrate your data pipelines using Apache AirflowBuild a monitoring framework by integrating the concept of data observability into your pipelinesBook DescriptionData ... Read more

$30.59 USD or Free with Kobo Plus

Deploy your data ingestion pipeline, orchestrate, and monitor efficiently to prevent loss of data and qualityKey FeaturesHarness best practices to create a Python and PySpark data ingestion pipelineSeamlessly automate and orchestrate your data pipelines using Apache AirflowBuild a monitoring framework by integrating the concept of data observability into your pipelinesBook DescriptionData
... Read more
2021 International Conference on Security and Information Technologies with AI, Internet Computing and Big-data Applications

Edited by George A. Tsihrintzis, Shiuh-Jeng Wang, Iuon-Chang Lin ...

Series series Springer Nature Proceedings excluding Computer Science
This book aims to attract researchers and practitioners who are working in information technology and computer science. This edited book is about basics and high-level concepts regarding blockchain technology and application, multimedia security, information processing, security of network, cloud and IoT, cryptography and information hiding, cyber-security and evidence investigations, and learning ... Read more

$215.09 USD

This book aims to attract researchers and practitioners who are working in information technology and computer science. This edited book is about basics and high-level concepts regarding blockchain technology and application, multimedia security, information processing, security of network, cloud and IoT, cryptography and information hiding, cyber-security and evidence investigations, and learning
... Read more
Advances in Management, Business and Technological Systems

Road Towards Sustainable Development

Edited by Irina Samoylenko ...

Series series Springer Nature Proceedings excluding Computer Science
Economic development, social sustainability, and environmental protection play a major role in terms of efforts for innovation, digitalization, business, and global development. Today, nations all over the world attempt to accomplish the United Nations Sustainable Development Goals and to ensure sustainable patterns. Combining empirical and theoretical information, this book demonstrates advanced ... Read more

$170.09 USD

Economic development, social sustainability, and environmental protection play a major role in terms of efforts for innovation, digitalization, business, and global development. Today, nations all over the world attempt to accomplish the United Nations Sustainable Development Goals and to ensure sustainable patterns. Combining empirical and theoretical information, this book demonstrates advanced
... Read more
Machine Learning in Microservices

Productionizing microservices architecture for machine learning solutions

by Mohamed Osam Abouahmed, Omar Ahmed ...

Implement real-world machine learning in a microservices architecture as well as design, build, and deploy intelligent microservices systems using examples and case studies Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesDesign, build, and run microservices systems that utilize the full potential of machine learningDiscover the latest models and techniques for combining ... Read more

$34.19 USD or Free with Kobo Plus

Implement real-world machine learning in a microservices architecture as well as design, build, and deploy intelligent microservices systems using examples and case studies Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesDesign, build, and run microservices systems that utilize the full potential of machine learningDiscover the latest models and techniques for combining
... Read more
Guía de usuario para principiantes de Excel 2022

by Kylie Cox ...

Excel es el software de hoja de cálculo más popular en el mundo, y por una buena razón. Es excelente, versátil, y fácil de utilizar, convirtiéndolo en una gran elección para uso personal y profesional. Excel tiene algo que ofrecerte, bien sea que estás comenzando con las hojas de cálculo, o eres un profesional experimentado. En esta guía de principiante, cubriremos las bases de Excel, de manera ... Read more

$3.99 USD

Excel es el software de hoja de cálculo más popular en el mundo, y por una buena razón. Es excelente, versátil, y fácil de utilizar, convirtiéndolo en una gran elección para uso personal y profesional. Excel tiene algo que ofrecerte, bien sea que estás comenzando con las hojas de cálculo, o eres un profesional experimentado. En esta guía de principiante, cubriremos las bases de Excel, de manera
... Read more
Be Data Curious!

Be Data Curious!, #1

by Nick Jewell, Shaan Mistry ...

Series Book 1 - Be Data Curious!
The concept of data literacy has grown dramatically in importance over the few years.The explosion in popularity of self-service analytics technology has now created a community that spans tools and vendors and now helps analysts develop their skills and awareness of best practices from acquiring data, cleansing and enriching data, blending data sources together and the steps needed to analyze and ... Read more

Free

The concept of data literacy has grown dramatically in importance over the few years.The explosion in popularity of self-service analytics technology has now created a community that spans tools and vendors and now helps analysts develop their skills and awareness of best practices from acquiring data, cleansing and enriching data, blending data sources together and the steps needed to analyze and
... Read more
R Data Analysis Cookbook, Second Edition

Customizable R Recipes for data mining, data visualization and time series analysis

by Kuntal Ganguly, Davor Lozić, Mzabalazo Z. Ngwenya, Andrew Bauman, Shanthi Viswanathan, Viswa Viswanathan ...

Over 80 recipes to help you breeze through your data analysis projects using RKey Features\[\*\]Analyse your data using the popular R packages like ggplot2 with ready-to-use and customizable recipes\[\*\]Find meaningful insights from your data and generate dynamic reports\[\*\]A practical guide to help you put your data analysis skills in R to practical useBook DescriptionData analytics with R has ... Read more

$41.39 USD or Free with Kobo Plus

Over 80 recipes to help you breeze through your data analysis projects using RKey Features\[\*\]Analyse your data using the popular R packages like ggplot2 with ready-to-use and customizable recipes\[\*\]Find meaningful insights from your data and generate dynamic reports\[\*\]A practical guide to help you put your data analysis skills in R to practical useBook DescriptionData analytics with R has
... Read more
Data Processing Techniques and Applications for Cyber-Physical Systems (DPTA 2019)

Edited by Chuanchao Huang, Yu-Wei Chan, Neil Yen ...

Series series Springer Nature Proceedings excluding Computer Science
This book covers cutting-edge and advanced research on data processing techniques and applications for Cyber-Physical Systems. Gathering the proceedings of the International Conference on Data Processing Techniques and Applications for Cyber-Physical Systems (DPTA 2019), held in Shanghai, China on November 15–16, 2019, it examines a wide range of topics, including: distributed processing for ... Read more

$287.09 USD

This book covers cutting-edge and advanced research on data processing techniques and applications for Cyber-Physical Systems. Gathering the proceedings of the International Conference on Data Processing Techniques and Applications for Cyber-Physical Systems (DPTA 2019), held in Shanghai, China on November 15–16, 2019, it examines a wide range of topics, including: distributed processing for
... Read more
The Disruptive Fourth Industrial Revolution

Technology, Society and Beyond

Edited by Wesley Doorsamy, Babu Sena Paul, Tshilidzi Marwala ...

Series series Computer Science (R0)
The book explores technological advances in the fourth industrial revolution (4IR), which is based on a variety of technologies such as artificial intelligence, Internet of Things, machine learning, big data, additive printing, cloud computing, and virtual and augmented reality. Critically analyzing the impacts and effects of these disruptive technologies on various areas, including economics, ... Read more

$170.09 USD

The book explores technological advances in the fourth industrial revolution (4IR), which is based on a variety of technologies such as artificial intelligence, Internet of Things, machine learning, big data, additive printing, cloud computing, and virtual and augmented reality. Critically analyzing the impacts and effects of these disruptive technologies on various areas, including economics,
... Read more
Data Analysis with R, Second Edition

A comprehensive guide to manipulating, analyzing, and visualizing data in R

by Tony Fischetti ...

Learn, by example, the fundamentals of data analysis as well as several intermediate to advanced methods and techniques ranging from classification and regression to Bayesian methods and MCMC, which can be put to immediate use. Key Features\*\]Analyze your data using R – the most powerful statistical programming language\[\*\]Learn how to implement applied statistics using practical use-cases\[\*\ ... Read more

$34.19 USD or Free with Kobo Plus

Learn, by example, the fundamentals of data analysis as well as several intermediate to advanced methods and techniques ranging from classification and regression to Bayesian methods and MCMC, which can be put to immediate use. Key Features\*\]Analyze your data using R – the most powerful statistical programming language\[\*\]Learn how to implement applied statistics using practical use-cases\[\*\
... Read more
Just Enough R!

An Interactive Approach to Machine Learning and Analytics

by Richard J. Roiger ...

Just Enough R! An Interactive Approach to Machine Learning and Analytics presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called "seeing then doing" as it first gives step-by-step explanations using simple, understandable examples of how the various ... Read more

$64.99 USD

Just Enough R! An Interactive Approach to Machine Learning and Analytics presents just enough of the R language, machine learning algorithms, statistical methodology, and analytics for the reader to learn how to find interesting structure in data. The approach might be called "seeing then doing" as it first gives step-by-step explanations using simple, understandable examples of how the various
... Read more
Python Automation Cookbook

75 Python automation ideas for web scraping, data wrangling, and processing Excel, reports, emails, and more

by Jaime Buelta ...

Get a firm grip on the core processes including browser automation, web scraping, Word, Excel, and GUI automation with Python 3.8 and higherKey FeaturesAutomate integral business processes such as report generation, email marketing, and lead generationExplore automated code testing and Python’s growth in data science and AI automation in three new chaptersUnderstand techniques to extract ... Read more

$57.59 USD or Free with Kobo Plus

Get a firm grip on the core processes including browser automation, web scraping, Word, Excel, and GUI automation with Python 3.8 and higherKey FeaturesAutomate integral business processes such as report generation, email marketing, and lead generationExplore automated code testing and Python’s growth in data science and AI automation in three new chaptersUnderstand techniques to extract
... Read more
Semántica de creo

Análisis cognitivo de la polisemia de una forma verbal doxástica en la interacción oral en español

by María Amparo Soler Bonafont ...

Este es un estudio monográfico sobre la semántica de la forma doxástica creo,en sus manifestaciones en el español oral de las últimas décadas. Realizaun análisis de su comportamiento en la conversación coloquial y el debateparlamentario. El objetivo principal de la investigación es describir la redpolisémica de valores semánticos de creo, como elemento de subjetividad. Setrata, por tanto, de un ... Read more

$84.59 USD

Este es un estudio monográfico sobre la semántica de la forma doxástica creo,en sus manifestaciones en el español oral de las últimas décadas. Realizaun análisis de su comportamiento en la conversación coloquial y el debateparlamentario. El objetivo principal de la investigación es describir la redpolisémica de valores semánticos de creo, como elemento de subjetividad. Setrata, por tanto, de un
... Read more
Building Big Data Pipelines with Apache Beam

Use a single programming model for both batch and stream data processing

by Jan Lukavsky ...

Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open ... Read more

$35.99 USD or Free with Kobo Plus

Implement, run, operate, and test data processing pipelines using Apache Beam Key Features • Understand how to improve usability and productivity when implementing Beam pipelines • Learn how to use stateful processing to implement complex use cases using Apache Beam • Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques Book Description Apache Beam is an open
... Read more
Fast Data Processing Systems with SMACK Stack

Combine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!

by Raúl Estrada ...

Combine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!Key Features\[\*\]This highly practical guide shows you how to use the best of the big data technologies to solve your response-critical problems\[\*\]Learn the art of making cheap-yet-effective big data architecture without using ... Read more

$41.39 USD or Free with Kobo Plus

Combine the incredible powers of Spark, Mesos, Akka, Cassandra, and Kafka to build data processing platforms that can take on even the hardest of your data troubles!Key Features\[\*\]This highly practical guide shows you how to use the best of the big data technologies to solve your response-critical problems\[\*\]Learn the art of making cheap-yet-effective big data architecture without using
... Read more
Big Data Visualization

Bring scalability and dynamics to your Big Data visualization

by James D. Miller, Dalong Chen ...

Learn effective tools and techniques to separate big data into manageable and logical components for efficient data visualizationKey FeaturesThis unique guide teaches you how to visualize your cluttered, huge amounts of big data with easeIt is rich with ample options and solid use cases for big data visualization, and is a must-have book for your shelfImprove your decision-making by visualizing ... Read more

$37.79 USD or Free with Kobo Plus

Learn effective tools and techniques to separate big data into manageable and logical components for efficient data visualizationKey FeaturesThis unique guide teaches you how to visualize your cluttered, huge amounts of big data with easeIt is rich with ample options and solid use cases for big data visualization, and is a must-have book for your shelfImprove your decision-making by visualizing
... Read more

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