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Post-Shrinkage Strategies in Statistical and Machine Learning for High Dimensional Data

de Syed Ejaz Ahmed, Feryaal Ahmed, Bahadir Yüzbaşı ...

This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science. It combines statistical learning and machine learning techniques in a unique and optimal way. It is well-known that machine learning methods are subject to many issues relating to bias, and consequently the mean squared error and prediction error may ... Leer más

$77.99 USD

This book presents some post-estimation and predictions strategies for the host of useful statistical models with applications in data science. It combines statistical learning and machine learning techniques in a unique and optimal way. It is well-known that machine learning methods are subject to many issues relating to bias, and consequently the mean squared error and prediction error may
... Leer más
World Yearbook of Education 2021

Accountability and Datafication in the Governance of Education

Edición de Sotiria Grek, Christian Maroy, Antoni Verger ...

Series series World Yearbook of Education
Providing a comprehensive introduction to the topic of accountability and datafication in the governance of education, the World Yearbook of Education 2021 considers global policy dynamics and policy enactment processes. Chapters pay particular attention to the role of international organizations and the private sector in the promotion of performance-based accountability (PBA) in different ... Leer más

$60.99 USD

Providing a comprehensive introduction to the topic of accountability and datafication in the governance of education, the World Yearbook of Education 2021 considers global policy dynamics and policy enactment processes. Chapters pay particular attention to the role of international organizations and the private sector in the promotion of performance-based accountability (PBA) in different
... Leer más
Urban Analytics with Social Media Data

Foundations, Applications and Platforms

de Tan Yigitcanlar, Nayomi Kankanamge ...

The use of data science and urban analytics has become a defining feature of smart cities. This timely book is a clear guide to the use of social media data for urban analytics.The book presents the foundations of urban analytics with social media data, along with real-world applications and insights on the platforms we use today. It looks at social media analytics platforms, cyberphysical data ... Leer más

$52.99 USD

The use of data science and urban analytics has become a defining feature of smart cities. This timely book is a clear guide to the use of social media data for urban analytics.The book presents the foundations of urban analytics with social media data, along with real-world applications and insights on the platforms we use today. It looks at social media analytics platforms, cyberphysical data
... Leer más
To the Cloud

Big Data in a Turbulent World

de Vincent Mosco ...

Cloud computing and big data are arguably the most significant forces in information technology today. In the wake of revelations about National Security Agency (NSA) activities, many of which occur "in the cloud", this book offers both enlightenment and a critical view. Vincent Mosco explores where the cloud originated, what it means, and how important it is for business, government and citizens. ... Leer más

$55.99 USD

Cloud computing and big data are arguably the most significant forces in information technology today. In the wake of revelations about National Security Agency (NSA) activities, many of which occur "in the cloud", this book offers both enlightenment and a critical view. Vincent Mosco explores where the cloud originated, what it means, and how important it is for business, government and citizens.
... Leer más
Natural Language Understanding with Python

Combine natural language technology, deep learning, and large language models to create human-like language comprehension in computer systems

de Deborah A. Dahl ...

Build advanced NLU systems by utilizing NLP libraries such as NLTK, SpaCy, BERT, and OpenAI; ML libraries like Keras, scikit-learn, pandas, TensorFlow, and NumPy, along with visualization libraries such as Matplotlib and Seaborn. Purchase of the print Kindle book includes a free PDF eBook Key FeaturesMaster NLU concepts from basic text processing to advanced deep learning techniquesExplore ... Leer más

$37.99 USD o gratis con Kobo Plus

Build advanced NLU systems by utilizing NLP libraries such as NLTK, SpaCy, BERT, and OpenAI; ML libraries like Keras, scikit-learn, pandas, TensorFlow, and NumPy, along with visualization libraries such as Matplotlib and Seaborn. Purchase of the print Kindle book includes a free PDF eBook Key FeaturesMaster NLU concepts from basic text processing to advanced deep learning techniquesExplore
... Leer más
Mastering Apache Cassandra 3.x

An expert guide to improving database scalability and availability without compromising performance

de Aaron Ploetz, Tejaswi Malepati ...

Build, manage, and configure high-performing, reliable NoSQL database for your applications with CassandraKey FeaturesWrite programs more efficiently using Cassandra's features with the help of examplesConfigure Cassandra and fine-tune its parameters depending on your needsIntegrate Cassandra database with Apache Spark and build strong data analytics pipelineBook DescriptionWith ever-increasing ... Leer más

$34.99 USD o gratis con Kobo Plus

Build, manage, and configure high-performing, reliable NoSQL database for your applications with CassandraKey FeaturesWrite programs more efficiently using Cassandra's features with the help of examplesConfigure Cassandra and fine-tune its parameters depending on your needsIntegrate Cassandra database with Apache Spark and build strong data analytics pipelineBook DescriptionWith ever-increasing
... Leer más
Apache Spark 2: Data Processing and Real-Time Analytics

Master complex big data processing, stream analytics, and machine learning with Apache Spark

de Romeo Kienzler, Md. Rezaul Karim, Sridhar Alla, Siamak Amirghodsi, Meenakshi Rajendran, Broderick Hall, Shuen Mei ...

Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing frameworkKey FeaturesMaster the art of real-time big data processing and machine learningExplore a wide range of use-cases to analyze large dataDiscover ways to optimize your work by using many features of Spark 2.x and ScalaBook DescriptionApache Spark is an in-memory, ... Leer más

$35.99 USD o gratis con Kobo Plus

Build efficient data flow and machine learning programs with this flexible, multi-functional open-source cluster-computing frameworkKey FeaturesMaster the art of real-time big data processing and machine learningExplore a wide range of use-cases to analyze large dataDiscover ways to optimize your work by using many features of Spark 2.x and ScalaBook DescriptionApache Spark is an in-memory,
... Leer más
Build Your First AI App Without Coding

A Complete Practical Guide for Beginners (English Edition)

de Arjun Malhotra ...

DESCRIPTIONArtificial intelligence has moved from research labs into the apps people use every day, and the rise of no-code platforms now lets ordinary professionals build with AI rather than just consume it. The combination of generative AI and drag-and-drop builders has made it possible to ship real, useful software in days instead of months.This book is a practical, end-to-end guide to building ... Leer más

$18.99 USD

DESCRIPTIONArtificial intelligence has moved from research labs into the apps people use every day, and the rise of no-code platforms now lets ordinary professionals build with AI rather than just consume it. The combination of generative AI and drag-and-drop builders has made it possible to ship real, useful software in days instead of months.This book is a practical, end-to-end guide to building
... Leer más
R语言数据分析从入门到实践

de 李仁钟 ...

R语言是一种自由、免费且开源的高级编程语言和开发环境，它提供了强大的数据分析功能和丰富的数据可视化工具。随着数据科学的快速发展，R语言已成为数据分析领域中备受青睐的通用语言。《R语言数据分析从入门到实践》共分为15章，主要内容包括R语言简介、数据读写、从流程控制到自定义函数、绘图功能及基本统计、数据分析和常用包、监督式学习、非监督式学习、演化式学习、混合式学习、关联性规则、文本挖掘、推荐系统、可视化数据分析、探索性数据分析以及深度学习等。《R语言数据分析从入门到实践》内容通俗易懂，案例丰富，实用性强，特别适合R语言的初学者和进阶读者阅读，同时也适合数据分析人员、数据挖掘工程师等相关数据科学从业者参考。 ... Leer más

$10.51 USD

R语言是一种自由、免费且开源的高级编程语言和开发环境，它提供了强大的数据分析功能和丰富的数据可视化工具。随着数据科学的快速发展，R语言已成为数据分析领域中备受青睐的通用语言。《R语言数据分析从入门到实践》共分为15章，主要内容包括R语言简介、数据读写、从流程控制到自定义函数、绘图功能及基本统计、数据分析和常用包、监督式学习、非监督式学习、演化式学习、混合式学习、关联性规则、文本挖掘、推荐系统、可视化数据分析、探索性数据分析以及深度学习等。《R语言数据分析从入门到实践》内容通俗易懂，案例丰富，实用性强，特别适合R语言的初学者和进阶读者阅读，同时也适合数据分析人员、数据挖掘工程师等相关数据科学从业者参考。
... Leer más
A Project-Based Approach to Translation Technology

de Rosemary Mitchell-Schuitevoerder ...

Series series Translation Practices Explained
A Project-Based Approach to Translation Technology provides students of translation and trainee translators with a real-time translation experience, with its translation platforms, management systems, and teamwork.This book is divided into seven chapters reflecting the building blocks of a project-based approach to translation technology. The first chapter identifies the core elements of ... Leer más

$60.99 USD

A Project-Based Approach to Translation Technology provides students of translation and trainee translators with a real-time translation experience, with its translation platforms, management systems, and teamwork.This book is divided into seven chapters reflecting the building blocks of a project-based approach to translation technology. The first chapter identifies the core elements of
... Leer más
Data Modeling with Microsoft Power BI

Self-Service and Enterprise Data Warehouse with Power BI

de Markus Ehrenmueller-Jensen ...

Data modeling is the single most overlooked feature in Power BI Desktop, yet it's what sets Power BI apart from other tools on the market. This practical book serves as your fast-forward button for data modeling with Power BI, Analysis Services tabular, and SQL databases. It serves as a starting point for data modeling, as well as a handy refresher.Author Markus Ehrenmueller-Jensen, founder of ... Leer más

$41.99 USD

Data modeling is the single most overlooked feature in Power BI Desktop, yet it's what sets Power BI apart from other tools on the market. This practical book serves as your fast-forward button for data modeling with Power BI, Analysis Services tabular, and SQL databases. It serves as a starting point for data modeling, as well as a handy refresher.Author Markus Ehrenmueller-Jensen, founder of
... Leer más
Digital Participatory Biodiversity Science

Edición de Lorna Heaton, Florian Charvolin ...

We live in an age where biodiversity is declining at an unprecedented rate, and the natural environment is increasingly under stress. Digital technologies can play a pivotal role in addressing these challenges. This book draws on several case studies of digital participatory science initiatives to reflectively analyze changes in biodiversity knowledge, expertise and infrastructures.It analyses ... Leer más

$77.99 USD

We live in an age where biodiversity is declining at an unprecedented rate, and the natural environment is increasingly under stress. Digital technologies can play a pivotal role in addressing these challenges. This book draws on several case studies of digital participatory science initiatives to reflectively analyze changes in biodiversity knowledge, expertise and infrastructures.It analyses
... Leer más
Excel Programming with VBA Starter

Get started with programming in Excel using Visual Basic for Applications (VBA) with this book and ebook.

de Robert F Martin ...

Get started with programming in Excel using Visual Basic for Applications (VBA) with this book and ebook.Key FeaturesLearn something new in an Instant! A short, fast, focused guide delivering immediate results.Extend and enhance your Excel spreadsheets using the power of Macros and VBA programmingGet to grips with the VBA language to create professional spreadsheetsFollow practical examples to ... Leer más

$18.99 USD o gratis con Kobo Plus

Get started with programming in Excel using Visual Basic for Applications (VBA) with this book and ebook.Key FeaturesLearn something new in an Instant! A short, fast, focused guide delivering immediate results.Extend and enhance your Excel spreadsheets using the power of Macros and VBA programmingGet to grips with the VBA language to create professional spreadsheetsFollow practical examples to
... Leer más
Advanced Elasticsearch 7.0

A practical guide to designing, indexing, and querying advanced distributed search engines

de Wai Tak Wong ...

Master the intricacies of Elasticsearch 7.0 and use it to create flexible and scalable search solutionsKey FeaturesMaster the latest distributed search and analytics capabilities of Elasticsearch 7.0Perform searching, indexing, and aggregation of your data at scaleDiscover tips and techniques for speeding up your search query performanceBook DescriptionBuilding enterprise-grade distributed ... Leer más

$36.99 USD o gratis con Kobo Plus

Master the intricacies of Elasticsearch 7.0 and use it to create flexible and scalable search solutionsKey FeaturesMaster the latest distributed search and analytics capabilities of Elasticsearch 7.0Perform searching, indexing, and aggregation of your data at scaleDiscover tips and techniques for speeding up your search query performanceBook DescriptionBuilding enterprise-grade distributed
... Leer más
Building Data Integration Solutions

Unifying Data for Enhanced Decision Making

de Jay Borthen ...

Are you struggling to manage and make sense of the vast streams of data flowing into your organization? In today's data-driven world, the ability to effectively unify and organize disparate data sources is not just an advantage—it's a necessity. The challenge lies in navigating the complexities of data diversity, volume, and regulatory demands, which can overwhelm even the most seasoned data ... Leer más

$48.99 USD

Are you struggling to manage and make sense of the vast streams of data flowing into your organization? In today's data-driven world, the ability to effectively unify and organize disparate data sources is not just an advantage—it's a necessity. The challenge lies in navigating the complexities of data diversity, volume, and regulatory demands, which can overwhelm even the most seasoned data
... Leer más
Emerging Trends in Information Systems and Technologies

WorldCIST 2025 Volume 2

Edición de Alvaro Rocha, Hojjat Adeli, Aneta Poniszewska-Marańda, Fernando Moreira, Isaias Bianchi ...

Series series Springer Nature Proceedings excluding Computer Science
This book comprises a selection of articles from the 13th World Conference on Information Systems and Technologies (WorldCIST’25), held from April 15 to 17, 2025, at the Federal University of Santa Catarina, Florianópolis, Brazil.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences, and the ... Leer más

$197.09 USD

This book comprises a selection of articles from the 13th World Conference on Information Systems and Technologies (WorldCIST’25), held from April 15 to 17, 2025, at the Federal University of Santa Catarina, Florianópolis, Brazil.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences, and the
... Leer más
Mastering Numerical Computing with NumPy

Master scientific computing and perform complex operations with ease

de Umit Mert Cakmak, Mert Cuhadaroglu, Tiago Antao ...

Enhance the power of NumPy and start boosting your scientific computing capabilitiesKey FeaturesGrasp all aspects of numerical computing and understand NumPyExplore examples to learn exploratory data analysis (EDA), regression, and clusteringAccess NumPy libraries and use performance benchmarking to select the right toolBook DescriptionNumPy is one of the most important scientific computing ... Leer más

$27.99 USD o gratis con Kobo Plus

Enhance the power of NumPy and start boosting your scientific computing capabilitiesKey FeaturesGrasp all aspects of numerical computing and understand NumPyExplore examples to learn exploratory data analysis (EDA), regression, and clusteringAccess NumPy libraries and use performance benchmarking to select the right toolBook DescriptionNumPy is one of the most important scientific computing
... Leer más
Quantum Artificial Intelligence

Technologies, Algorithms and Programming

Edición de Deepika Ghai, Suman Lata Tripathi, Ramandeep Sandhu, Sardar M. N. Islam (Naz) ...

This book explores the transformative potential of quantum computing in artificial intelligence (AI) and its impact on various fields. It delves into the foundational concepts, mathematical frameworks, and algorithmic paradigms, providing a roadmap for interdisciplinary research of quantum computing in AI. With a focus on practical applications and prospects, this book bridges the gap between ... Leer más

$179.99 USD

This book explores the transformative potential of quantum computing in artificial intelligence (AI) and its impact on various fields. It delves into the foundational concepts, mathematical frameworks, and algorithmic paradigms, providing a roadmap for interdisciplinary research of quantum computing in AI. With a focus on practical applications and prospects, this book bridges the gap between
... Leer más
Proceedings of International Conference on Emerging Technologies and Intelligent Systems

ICETIS 2021 Volume 2

Edición de Mostafa Al-Emran, Mohammed A. Al-Sharafi, Mohammed N. Al-Kabi, Khaled Shaalan ...

Series series Springer Nature Proceedings excluding Computer Science
This book sheds light on the emerging research trends in intelligent systems and their applications. It mainly focuses on four different themes, including Artificial Intelligence and Soft Computing, Information Security and Networking, Medical Informatics, and Advances in Information Systems. Each chapter contributes to the aforementioned themes by discussing the recent design, developments, and ... Leer más

$242.09 USD

This book sheds light on the emerging research trends in intelligent systems and their applications. It mainly focuses on four different themes, including Artificial Intelligence and Soft Computing, Information Security and Networking, Medical Informatics, and Advances in Information Systems. Each chapter contributes to the aforementioned themes by discussing the recent design, developments, and
... Leer más
Artificial Intelligence for Societal Issues

Edición de Anupam Biswas, Vijay Bhaskar Semwal, Durgesh Singh ...

Series series Intelligent Technologies and Robotics (R0)
Artificial intelligence (AI) has the potential to provide innovative solutions to various societal issues and real-world social challenges. AI is useful in combating some of the seemingly unsolvable social crises facing the world today. Be it disaster awareness and management or demand forecasting, or healthcare informatics or disease outbreaks like COVID-19, the AI plays a pivotal role everywhere ... Leer más

$179.99 USD

Artificial intelligence (AI) has the potential to provide innovative solutions to various societal issues and real-world social challenges. AI is useful in combating some of the seemingly unsolvable social crises facing the world today. Be it disaster awareness and management or demand forecasting, or healthcare informatics or disease outbreaks like COVID-19, the AI plays a pivotal role everywhere
... Leer más
Digitalisation: Opportunities and Challenges for Business

Volume 1

Edición de Bahaaeddin Alareeni, Allam Hamdan, Reem Khamis, Rim El Khoury ...

Series series Springer Nature Proceedings excluding Computer Science
This book addresses the implications of technology, entrepreneurship, and business ‎‎development gadgets ‎for applications in societies. In this book proceedings, we attempt to address the importance and impact of digitalization and ‎on business development in the context ‎of economic ‎diversity, that is through various propositions of ‎modern technology and entrepreneurial ‎actions, and through ... Leer más

$215.09 USD

This book addresses the implications of technology, entrepreneurship, and business ‎‎development gadgets ‎for applications in societies. In this book proceedings, we attempt to address the importance and impact of digitalization and ‎on business development in the context ‎of economic ‎diversity, that is through various propositions of ‎modern technology and entrepreneurial ‎actions, and through
... Leer más
Intelligent and Fuzzy Systems

Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference, Volume 2

Edición de Cengiz Kahraman, Irem Ucal Sari, Basar Oztaysi, Selcuk Cebi, Sezi Cevik Onar, A. Çağrı Tolga ...

Series series Springer Nature Proceedings excluding Computer Science
This book consists of the papers accepted after a careful review process at an international scientific meeting where the latest developments on intelligent and fuzzy systems are presented and discussed. The latest developments in both the theoretical and practical fields of the new fuzzy set extensions have been prepared by expert researchers. Contributed by participants from more than 40 ... Leer más

$188.09 USD

This book consists of the papers accepted after a careful review process at an international scientific meeting where the latest developments on intelligent and fuzzy systems are presented and discussed. The latest developments in both the theoretical and practical fields of the new fuzzy set extensions have been prepared by expert researchers. Contributed by participants from more than 40
... Leer más
The Science and Development of Transport—ZIRP 2021

Edición de Marjana Petrović, Luka Novačko, Diana Božić, Tomislav Rožić ...

Series series Earth and Environmental Science (R0)
This monograph presents the original scientific manuscripts submitted for publication at the International Conference - The Science and Development of Transport (ZIRP 2021), organized by the University of Zagreb, Faculty of Transport and Traffic Sciences, Zagreb, Croatia. The Conference takes place in Šibenik, Croatia, from 30th September until 1st October 2021, aiming to bring together the ... Leer más

$134.09 USD

This monograph presents the original scientific manuscripts submitted for publication at the International Conference - The Science and Development of Transport (ZIRP 2021), organized by the University of Zagreb, Faculty of Transport and Traffic Sciences, Zagreb, Croatia. The Conference takes place in Šibenik, Croatia, from 30th September until 1st October 2021, aiming to bring together the
... Leer más
Advances in Internet, Data & Web Technologies

The 12th International Conference on Emerging Internet, Data & Web Technologies (EIDWT-2024)

Edición de Leonard Barolli ...

Series series Springer Nature Proceedings excluding Computer Science
The book presents original contributions to the theories and practices of emerging internet, data, and web technologies and their applicability in businesses, engineering, and academia. As a key feature, it addresses advances in the life-cycle exploitation of data generated from the digital ecosystem data technologies that create value for the knowledge and businesses toward a collective ... Leer más

$260.09 USD

The book presents original contributions to the theories and practices of emerging internet, data, and web technologies and their applicability in businesses, engineering, and academia. As a key feature, it addresses advances in the life-cycle exploitation of data generated from the digital ecosystem data technologies that create value for the knowledge and businesses toward a collective
... Leer más

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