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Learning With Big Data

The Future of Education

by Viktor Mayer-Schönberger, Kenneth Cukier ...

Homework assignments that learn from students. Courses tailored to fit individual pupils. Textbooks that talk back. This is tomorrow’s education landscape, thanks to the power of big data. These advances go beyond online courses. As the New York Times-bestselling authors of Big Data explain, the truly fascinating changes are actually occurring in how we measure students’ progress and how we can ... Read more

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Homework assignments that learn from students. Courses tailored to fit individual pupils. Textbooks that talk back. This is tomorrow’s education landscape, thanks to the power of big data. These advances go beyond online courses. As the New York Times-bestselling authors of Big Data explain, the truly fascinating changes are actually occurring in how we measure students’ progress and how we can
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Smart Business and Digital Transformation

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Edited by Sándor Gyula Nagy, Tamás Stukovszky ...

Series series Business and Digital Transformation
Beginning in the mid-2010s, the Fourth Industrial Revolution has seen remarkable changes in information technology that have blurred the boundaries between the physical, digital and biological worlds. Industry 4.0 has enabled so-called smart factories in which computer systems equipped with machine learning algorithms can learn and control robotics with minimal need for human input. While smart ... Read more

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Beginning in the mid-2010s, the Fourth Industrial Revolution has seen remarkable changes in information technology that have blurred the boundaries between the physical, digital and biological worlds. Industry 4.0 has enabled so-called smart factories in which computer systems equipped with machine learning algorithms can learn and control robotics with minimal need for human input. While smart
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Interactive Dashboards and Data Apps with Plotly and Dash

Harness the power of a fully fledged frontend web framework in Python – no JavaScript required

by Elias Dabbas ...

Build web-based, mobile-friendly analytic apps and interactive dashboards with PythonKey FeaturesDevelop data apps and dashboards without any knowledge of JavaScriptMap different types of data such as integers, floats, and dates to bar charts, scatter plots, and moreCreate controls and visual elements with multiple inputs and outputs and add functionality to the app as per your requirementsBook ... Read more

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Build web-based, mobile-friendly analytic apps and interactive dashboards with PythonKey FeaturesDevelop data apps and dashboards without any knowledge of JavaScriptMap different types of data such as integers, floats, and dates to bar charts, scatter plots, and moreCreate controls and visual elements with multiple inputs and outputs and add functionality to the app as per your requirementsBook
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Statistical Application Development with R and Python

Develop applications using data processing, statistical models, and CART

by Prabhanjan Narayanachar Tattar, Ajay Ohri, Abhinav Prakash Rai, RATNADIP ADHIKARI ...

Software Implementation Illustrated with R and PythonKey Features\[\*\]Learn the nature of data through software which takes the preliminary concepts right away using R and Python.\[\*\]Understand data modeling and visualization to perform efficient statistical analysis with this guide.\[\*\]Get well versed with techniques such as regression, clustering, classification, support vector machines and ... Read more

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Software Implementation Illustrated with R and PythonKey Features\[\*\]Learn the nature of data through software which takes the preliminary concepts right away using R and Python.\[\*\]Understand data modeling and visualization to perform efficient statistical analysis with this guide.\[\*\]Get well versed with techniques such as regression, clustering, classification, support vector machines and
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Database Internals

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by Alex Petrov ...

When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.Throughout the book, ... Read more

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When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals.Throughout the book,
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Algorithms Unlocked

by Thomas H. Cormen ...

For anyone who has ever wondered how computers solve problems, an engagingly written guide for nonexperts to the basics of computer algorithms.Have you ever wondered how your GPS can find the fastest way to your destination, selecting one route from seemingly countless possibilities in mere seconds? How your credit card account number is protected when you make a purchase over the Internet? The ... Read more

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For anyone who has ever wondered how computers solve problems, an engagingly written guide for nonexperts to the basics of computer algorithms.Have you ever wondered how your GPS can find the fastest way to your destination, selecting one route from seemingly countless possibilities in mere seconds? How your credit card account number is protected when you make a purchase over the Internet? The
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Translation and Meaning

New Series, Vol. 1

Edited by Barbara Lewandowska-Tomaszczyk, Marcel Thelen, Gys-Walt van Egdom, Dirk Verbeeck, Łukasz Bogucki ...

Series Book 41 - Lodz Studies in Language
This book contains a selection of articles on new developments in translation and interpreting studies. It offers a wealth of new and innovative approaches to the didactics of translation and interpreting that may well change the way in which translators and interpreters are trained. They include such issues of current debate as assessment methods and criteria, assessment of competences, graduate ... Read more

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This book contains a selection of articles on new developments in translation and interpreting studies. It offers a wealth of new and innovative approaches to the didactics of translation and interpreting that may well change the way in which translators and interpreters are trained. They include such issues of current debate as assessment methods and criteria, assessment of competences, graduate
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Relevant Search

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by John Berryman, Doug Turnbull ...

SummaryRelevant Search demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyUsers are accustomed to and expect instant, ... Read more

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SummaryRelevant Search demystifies relevance work. Using Elasticsearch, it teaches you how to return engaging search results to your users, helping you understand and leverage the internals of Lucene-based search engines.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyUsers are accustomed to and expect instant,
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Scala: Guide for Data Science Professionals

by Pascal Bugnion, Arun Manivannan, Patrick R. Nicolas ...

Scala will be a valuable tool to have on hand during your data science journey for everything from data cleaning to cutting-edge machine learningAbout This BookBuild data science and data engineering solutions with easeAn in-depth look at each stage of the data analysis process — from reading and collecting data to distributed analyticsExplore a broad variety of data processing, machine learning, ... Read more

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Data and the Built Environment

A Practical Guide to Building a Better World Using Data

by Ian Gordon, Neil Thompson ...

Series series Engineering (R0)
This book takes a data-first approach to framing the built environment sector’s unique challenges and how industry can address them through better use of data. It describes how the sector has failed to derive value from data, and the common causes underlying this failure. It then provides practical guidance on how to use data to construct and operate built environment assets in a manner that ... Read more

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This book takes a data-first approach to framing the built environment sector’s unique challenges and how industry can address them through better use of data. It describes how the sector has failed to derive value from data, and the common causes underlying this failure. It then provides practical guidance on how to use data to construct and operate built environment assets in a manner that
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Evolutionary Decision Trees in Large-Scale Data Mining

by Marek Kretowski ...

Series series Intelligent Technologies and Robotics (R0)
This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an aspect that is critical for the interpretation of mined patterns by domain analysts. The approach ... Read more

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This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an aspect that is critical for the interpretation of mined patterns by domain analysts. The approach
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Building Data Streaming Applications with Apache Kafka

Design, develop and streamline applications using Apache Kafka, Storm, Heron and Spark

by Manish Kumar, Chanchal Singh, Manisha Sethi, Anshul Joshi ...

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Bioinformatics and Biomedical Engineering

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Edited by Ignacio Rojas, Francisco Ortuño, Fernando Rojas, Luis Javier Herrera, Olga Valenzuela ...

Series Book 2 - Springer Nature Proceedings Computer Science
This volume constitutes the proceedings of the 11th International Work-Conference on IWBBIO 2023, held in Meloneras, Gran Canaria, Spain, during July 15-17, 2022.The 54 full papers were carefully reviewed and selected from 148 submissions. They were organized in the following topical sections: Healthcare and Diseases, Machine Learning in Bioinformatics, New Advances in Deep Learning in ... Read more

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机器学习开发者指南

Chinese Edition

by Posts & Telecom Press, Rodolfo Bonnin ...

一本通过学习统计、分析和机器学习的方法，来提升开发者解决日常问题的能力的指南Key Features通过有趣的示例实现回归、聚类、分类、神经网络Book Description本书将带领读者学习如何实施各种机器学习技术及其日常应用的开发。本书分为9章，从易于掌握的语言基础数据和数学模型开始，向读者介绍机器学习领域中使用的各种库和框架，然后通过有趣的示例实现回归、聚类、分类、神经网络等，从而解决如图像分析、自然语言处理和时间序列数据的异常检测等实际问题。本书适合机器学习的开发人员、数据分析人员、机器学习领域的从业人员，以及想要学习机器学习的技术爱好者阅读。使用任何脚本语言的编程人员都可以阅读本书，但如果熟悉Python语言的话，将有助于充分理解本书的内容。What you will learn通过简单易懂的方法学习数学和机器学习的原理；了解广泛使用的机器学习算法和技术 ... Read more

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一本通过学习统计、分析和机器学习的方法，来提升开发者解决日常问题的能力的指南Key Features通过有趣的示例实现回归、聚类、分类、神经网络Book Description本书将带领读者学习如何实施各种机器学习技术及其日常应用的开发。本书分为9章，从易于掌握的语言基础数据和数学模型开始，向读者介绍机器学习领域中使用的各种库和框架，然后通过有趣的示例实现回归、聚类、分类、神经网络等，从而解决如图像分析、自然语言处理和时间序列数据的异常检测等实际问题。本书适合机器学习的开发人员、数据分析人员、机器学习领域的从业人员，以及想要学习机器学习的技术爱好者阅读。使用任何脚本语言的编程人员都可以阅读本书，但如果熟悉Python语言的话，将有助于充分理解本书的内容。What you will learn通过简单易懂的方法学习数学和机器学习的原理；了解广泛使用的机器学习算法和技术
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Computational Intelligence Applied to Decision-Making in Uncertain Environments

Edited by Pedro Yobanis Piñero Pérez, Iliana Pérez Pupo, Janusz Kacprzyk, Rafael Esteban Bello Pérez ...

Series series Intelligent Technologies and Robotics (R0)
This book is dedicated to all those interested in the application of computational intelligence techniques for decision-making in uncertain environments. The book is organized into four parts. The first part groups together four works related to conversational systems and decision-making using generative artificial intelligence. The second part includes four articles associated with decision ... Read more

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This book is dedicated to all those interested in the application of computational intelligence techniques for decision-making in uncertain environments. The book is organized into four parts. The first part groups together four works related to conversational systems and decision-making using generative artificial intelligence. The second part includes four articles associated with decision
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Emerging Trends in Information Systems and Technologies

WorldCIST 2025 Volume 3

Edited by 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 ... Read more

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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
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Cyber and Digital Forensic Investigations

A Law Enforcement Practitioner’s Perspective

Edited by Nhien-An Le-Khac, Kim-Kwang Raymond Choo ...

Series series Intelligent Technologies and Robotics (R0)
Understanding the latest capabilities in the cyber threat landscape as well as the cyber forensic challenges and approaches is the best way users and organizations can prepare for potential negative events. Adopting an experiential learning approach, this book describes how cyber forensics researchers, educators and practitioners can keep pace with technological advances, and acquire the essential ... Read more

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Understanding the latest capabilities in the cyber threat landscape as well as the cyber forensic challenges and approaches is the best way users and organizations can prepare for potential negative events. Adopting an experiential learning approach, this book describes how cyber forensics researchers, educators and practitioners can keep pace with technological advances, and acquire the essential
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XGBoost for Regression Predictive Modeling and Time Series Analysis

Learn how to build, evaluate, and deploy predictive models with expert guidance

by Joyce Weiner, Partha Pritam Deka ...

Master the art of predictive modeling with XGBoost and gain hands-on experience in building powerful regression, classification, and time series models using the XGBoost Python APIKey FeaturesGet up and running with this quick-start guide to building a classifier using XGBoostGet an easy-to-follow, in-depth explanation of the XGBoost technical paperLeverage XGBoost for time series forecasting by ... Read more

28,61 € or Free with Kobo Plus

Master the art of predictive modeling with XGBoost and gain hands-on experience in building powerful regression, classification, and time series models using the XGBoost Python APIKey FeaturesGet up and running with this quick-start guide to building a classifier using XGBoostGet an easy-to-follow, in-depth explanation of the XGBoost technical paperLeverage XGBoost for time series forecasting by
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Digital Technologies and Applications

Proceedings of ICDTA'23, Fez, Morocco, Volume 1

Edited by Saad Motahhir, Badre Bossoufi ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents volume 1 of selected research papers presented at the third International Conference on Digital Technologies and Applications (ICDTA 23). This book highlights the latest innovations in digital technologies as: artificial intelligence, Internet of things, embedded systems, network technology, digital transformation and their applications in several areas as Industry 4.0, ... Read more

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This book presents volume 1 of selected research papers presented at the third International Conference on Digital Technologies and Applications (ICDTA 23). This book highlights the latest innovations in digital technologies as: artificial intelligence, Internet of things, embedded systems, network technology, digital transformation and their applications in several areas as Industry 4.0,
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SQL Server Advanced Troubleshooting and Performance Tuning

Best Practices and Techniques

by Dmitri Korotkevitch ...

This practical book provides a comprehensive overview of troubleshooting and performance tuning best practices for Microsoft SQL Server. Database engineers, including database developers and administrators, will learn how to identify performance issues, troubleshoot the system in a holistic fashion, and properly prioritize tuning efforts to attain the best system performance possible.Author Dmitri ... Read more

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This practical book provides a comprehensive overview of troubleshooting and performance tuning best practices for Microsoft SQL Server. Database engineers, including database developers and administrators, will learn how to identify performance issues, troubleshoot the system in a holistic fashion, and properly prioritize tuning efforts to attain the best system performance possible.Author Dmitri
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Computational Life Sciences

Data Engineering and Data Mining for Life Sciences

Edited by Jens Dörpinghaus, Vera Weil, Sebastian Schaaf, Alexander Apke ...

Series series Mathematics and Statistics (R0)
This book broadly covers the given spectrum of disciplines in Computational Life Sciences, transforming it into a strong helping hand for teachers, students, practitioners and researchers. In Life Sciences, problem-solving and data analysis often depend on biological expertise combined with technical skills in order to generate, manage and efficiently analyse big data. These technical skills can ... Read more

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This book broadly covers the given spectrum of disciplines in Computational Life Sciences, transforming it into a strong helping hand for teachers, students, practitioners and researchers. In Life Sciences, problem-solving and data analysis often depend on biological expertise combined with technical skills in order to generate, manage and efficiently analyse big data. These technical skills can
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Humanity's Ledger

The Trust Protocol

by Aaron Vick ...

Aaron Vick's, "Humanity's Ledger: The Trust Protocol" invites readers on an insightful journey through the evolving world of blockchain technology and its profound impact on society. This thought-provoking work delves into the intricate relationship between cutting-edge digital innovations and the timeless human values of trust, community, and ethics.Exploring the depths of decentralized systems, ... Read more

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Aaron Vick's, "Humanity's Ledger: The Trust Protocol" invites readers on an insightful journey through the evolving world of blockchain technology and its profound impact on society. This thought-provoking work delves into the intricate relationship between cutting-edge digital innovations and the timeless human values of trust, community, and ethics.Exploring the depths of decentralized systems,
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Mastering Hadoop 3

Big data processing at scale to unlock unique business insights

by Chanchal Singh, Manish Kumar, Timothy Wong ...

A comprehensive guide to mastering the most advanced Hadoop 3 conceptsKey FeaturesGet to grips with the newly introduced features and capabilities of Hadoop 3Crunch and process data using MapReduce, YARN, and a host of tools within the Hadoop ecosystemSharpen your Hadoop skills with real-world case studies and codeBook DescriptionApache Hadoop is one of the most popular big data solutions for ... Read more

37,20 € or Free with Kobo Plus

A comprehensive guide to mastering the most advanced Hadoop 3 conceptsKey FeaturesGet to grips with the newly introduced features and capabilities of Hadoop 3Crunch and process data using MapReduce, YARN, and a host of tools within the Hadoop ecosystemSharpen your Hadoop skills with real-world case studies and codeBook DescriptionApache Hadoop is one of the most popular big data solutions for
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Artificial Intelligence for Sustainable Finance and Sustainable Technology

Proceedings of ICGER 2021

Edited by Abdalmuttaleb M. A. Musleh Al-Sartawi ...

Series series Springer Nature Proceedings excluding Computer Science
This book shows latest research on artificial intelligence for sustainable technology. ICGER 2021 was organized by the Accounting, Finance and Banking Department at Ahlia University, Bahrain, and was conducted on the 15th and 16th of September. The strategic partners included the University of Jordan, the Bahrain Economists Society, the Association of Chartered Certified Accountants: ACCA, Al ... Read more

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This book shows latest research on artificial intelligence for sustainable technology. ICGER 2021 was organized by the Accounting, Finance and Banking Department at Ahlia University, Bahrain, and was conducted on the 15th and 16th of September. The strategic partners included the University of Jordan, the Bahrain Economists Society, the Association of Chartered Certified Accountants: ACCA, Al
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Recommended For You

Data Processing eBooks

Learning With Big Data

Smart Business and Digital Transformation

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Statistical Application Development with R and Python

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Translation and Meaning

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Data and the Built Environment

Evolutionary Decision Trees in Large-Scale Data Mining

Building Data Streaming Applications with Apache Kafka

Bioinformatics and Biomedical Engineering

机器学习开发者指南

Computational Intelligence Applied to Decision-Making in Uncertain Environments

Emerging Trends in Information Systems and Technologies

Cyber and Digital Forensic Investigations

XGBoost for Regression Predictive Modeling and Time Series Analysis

Digital Technologies and Applications

SQL Server Advanced Troubleshooting and Performance Tuning

Computational Life Sciences

Humanity's Ledger

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Artificial Intelligence for Sustainable Finance and Sustainable Technology