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Big Data Processing With Hadoop

av T. Revathi, K. Muneeswaran, M. Blessa Binolin Pepsi ...

Due to the increasing availability of affordable internet services, the number of users, and the need for a wider range of multimedia-based applications, internet usage is on the rise. With so many users and such a large amount of data, the requirements of analyzing large data sets leads to the need for further advancements to information processing. Big Data Processing With Hadoop is an essential ... Läs mer

1 867,72 kr

Due to the increasing availability of affordable internet services, the number of users, and the need for a wider range of multimedia-based applications, internet usage is on the rise. With so many users and such a large amount of data, the requirements of analyzing large data sets leads to the need for further advancements to information processing. Big Data Processing With Hadoop is an essential
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Data Engineering and Applications

Proceedings of the International Conference, IDEA 2K22, Volume 1

Redigerad av Jitendra Agrawal, Rajesh K. Shukla, Sanjeev Sharma, Chin-Shiuh Shieh ...

Serie serie Springer Nature Proceedings excluding Computer Science
This book comprises select proceedings from the 4th International Conference on Data, Engineering, and Applications (IDEA 2022). The contents discuss novel contributions and latest developments in the domains of data structures and data management algorithms, information retrieval and information integration, social data analytics, IoT and data intelligence, Industry 4.0 and digital manufacturing, ... Läs mer

2 541,46 kr

This book comprises select proceedings from the 4th International Conference on Data, Engineering, and Applications (IDEA 2022). The contents discuss novel contributions and latest developments in the domains of data structures and data management algorithms, information retrieval and information integration, social data analytics, IoT and data intelligence, Industry 4.0 and digital manufacturing,
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Matplotlib 3.0 Cookbook

Over 150 recipes to create highly detailed interactive visualizations using Python

av Srinivasa Rao Poladi, Nikhil Borkar ...

Build attractive, insightful, and powerful visualizations to gain quality insights from your dataKey FeaturesMaster Matplotlib for data visualizationCustomize basic plots to make and deploy figures in cloud environmentsExplore recipes to design various data visualizations from simple bar charts to advanced 3D plotsBook DescriptionMatplotlib provides a large library of customizable plots, along ... Läs mer

392,19 kr eller gratis med Kobo Plus

Build attractive, insightful, and powerful visualizations to gain quality insights from your dataKey FeaturesMaster Matplotlib for data visualizationCustomize basic plots to make and deploy figures in cloud environmentsExplore recipes to design various data visualizations from simple bar charts to advanced 3D plotsBook DescriptionMatplotlib provides a large library of customizable plots, along
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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

av 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 ... Läs mer

383,71 kr eller gratis med 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

Redigerad av Saad Motahhir, Badre Bossoufi ...

Serie serie 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, ... Läs mer

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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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Advanced Analytics with Spark

Patterns for Learning from Data at Scale

av Sean Owen, Josh Wills, Sandy Ryza, Uri Laserson ...

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other ... Läs mer

401,31 kr

In the second edition of this practical book, four Cloudera data scientists present a set of self-contained patterns for performing large-scale data analysis with Spark. The authors bring Spark, statistical methods, and real-world data sets together to teach you how to approach analytics problems by example. Updated for Spark 2.1, this edition acts as an introduction to these techniques and other
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HBase Essentials

av Nishant Garg ...

This book is intended for developers and Big Data engineers who want to know all about HBase at a hands-on level. For in-depth understanding, it would be helpful to have a bit of familiarity with HDFS and MapReduce programming concepts with no prior experience with HBase or similar technologies. This book is also for Big Data enthusiasts and database developers who have worked with other NoSQL ... Läs mer

283,01 kr eller gratis med Kobo Plus

This book is intended for developers and Big Data engineers who want to know all about HBase at a hands-on level. For in-depth understanding, it would be helpful to have a bit of familiarity with HDFS and MapReduce programming concepts with no prior experience with HBase or similar technologies. This book is also for Big Data enthusiasts and database developers who have worked with other NoSQL
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Blockchain Technology for Managers

av Gerald R. Gray ...

Serie serie Computer Science (R0)
Blockchain is a technology that tends to be misunderstood by managers that need to make technology acquisition decisions. This book will provide readers with a basic understanding of blockchain and distributed ledger technology (DLT), the technologies that underpin it, and the technologies DLT is built upon. The book is purposefully not a book on how to code or explore other technical aspects of ... Läs mer

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Blockchain is a technology that tends to be misunderstood by managers that need to make technology acquisition decisions. This book will provide readers with a basic understanding of blockchain and distributed ledger technology (DLT), the technologies that underpin it, and the technologies DLT is built upon. The book is purposefully not a book on how to code or explore other technical aspects of
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Advances in Data Science and Intelligent Data Communication Technologies for COVID-19

Innovative Solutions Against COVID-19

Redigerad av Aboul-Ella Hassanien, Sally M. Elghamrawy, Ivan Zelinka ...

This book presents the emerging developments in intelligent computing, machine learning, and data mining. It also provides insights on communications, network technologies, and the Internet of things. It offers various insights on the role of the Internet of things against COVID-19 and its potential applications. It provides the latest cloud computing improvements and advanced computing and ... Läs mer

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This book presents the emerging developments in intelligent computing, machine learning, and data mining. It also provides insights on communications, network technologies, and the Internet of things. It offers various insights on the role of the Internet of things against COVID-19 and its potential applications. It provides the latest cloud computing improvements and advanced computing and
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Quantitative Social Science

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av Kosuke Imai, Nora Webb Williams ...

A tidyverse edition of the acclaimed textbook on data analysis and statistics for the social sciences and allied fieldsQuantitative analysis is an essential skill for social science research, yet students in the social sciences and related areas typically receive little training in it. Quantitative Social Science is a practical introduction to data analysis and statistics written especially for ... Läs mer

535,08 kr

A tidyverse edition of the acclaimed textbook on data analysis and statistics for the social sciences and allied fieldsQuantitative analysis is an essential skill for social science research, yet students in the social sciences and related areas typically receive little training in it. Quantitative Social Science is a practical introduction to data analysis and statistics written especially for
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Big Data con Hadoop

av Gabriele Modena, Garry Turkington ...

Serie Bok 6 - Data Science
Hadoop è un progetto open source che permette di analizzare enormi quantità di dati distribuiti su cluster e file system differenti. Progettato per essere scalabile da un singolo server fino a migliaia di macchine, Hadoop si occupa anche di gestire problemi e guasti a livello applicativo - piuttosto che hardware - contribuendo a ottimizzare il mantenimento dei dati archiviati. Questo libro è ... Läs mer

259,00 kr eller gratis med Kobo Plus

Hadoop è un progetto open source che permette di analizzare enormi quantità di dati distribuiti su cluster e file system differenti. Progettato per essere scalabile da un singolo server fino a migliaia di macchine, Hadoop si occupa anche di gestire problemi e guasti a livello applicativo - piuttosto che hardware - contribuendo a ottimizzare il mantenimento dei dati archiviati. Questo libro è
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Learn R By Coding

av Thomas Kurnicki ...

This book is created for students and working professionals that are at the beginning of their journey with R. Prior experience or education in statistics or skills in another programming language is a “good-to-have” as this book will explain basic data manipulation, modeling, and programming frameworks. However, this book takes the reader from step one so that anyone, even without prior ... Läs mer

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This book is created for students and working professionals that are at the beginning of their journey with R. Prior experience or education in statistics or skills in another programming language is a “good-to-have” as this book will explain basic data manipulation, modeling, and programming frameworks. However, this book takes the reader from step one so that anyone, even without prior
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Advances in Artificial Systems for Medicine and Education IV

Redigerad av Zhengbing Hu, Sergey Petoukhov, Matthew He ...

Serie serie Springer Nature Proceedings excluding Computer Science
This book covers the latest advances for the development of artificial intelligence systems and their applications in various fields from medicine and technology to education. The proceedings comprise refereed papers presented at the Fourth International Conference of Artificial Intelligence, Medical Engineering, Education (AIMEE2020), held at the Mechanical Engineering Institute of the Russian ... Läs mer

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This book covers the latest advances for the development of artificial intelligence systems and their applications in various fields from medicine and technology to education. The proceedings comprise refereed papers presented at the Fourth International Conference of Artificial Intelligence, Medical Engineering, Education (AIMEE2020), held at the Mechanical Engineering Institute of the Russian
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R语言数据分析从入门到实践

av 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。 ... Läs mer

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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。
... Läs mer
From Models to Decisions in Machine Learning with Python

From Models to Responsible Decision-Making

av Mathias Ellmann ...

What is the value of an accurate Machine Learning model if it leads to the wrong decision?Machine Learning identifies patterns, estimates probabilities, and generates predictions. But a model does not decide what should be done.Between prediction and action lie objectives, uncertainty, error costs, trade-offs, consequences, and responsibility.From Models to Decisions in Machine Learning with ... Läs mer

109,47 kr eller gratis med Kobo Plus

What is the value of an accurate Machine Learning model if it leads to the wrong decision?Machine Learning identifies patterns, estimates probabilities, and generates predictions. But a model does not decide what should be done.Between prediction and action lie objectives, uncertainty, error costs, trade-offs, consequences, and responsibility.From Models to Decisions in Machine Learning with
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Advanced Econometrics with Stata, EViews, R, and SPSS: Applications in Economics, Finance, Statistics, Artificial Intelligence, and Decision Analytics

av OM KRISHNA ...

Econometrics is no longer just about estimating equations—it is the science of transforming data into knowledge, uncertainty into insight, and evidence into intelligent decision-making.In an era driven by artificial intelligence, big data, predictive analytics, and computational intelligence, the ability to build reliable econometric models has become one of the most valuable skills across ... Läs mer

93,97 kr eller gratis med Kobo Plus

Econometrics is no longer just about estimating equations—it is the science of transforming data into knowledge, uncertainty into insight, and evidence into intelligent decision-making.In an era driven by artificial intelligence, big data, predictive analytics, and computational intelligence, the ability to build reliable econometric models has become one of the most valuable skills across
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Safe Data-Driven Control for Cyber-Physical Systems

Redigerad av Adnène Arbi ...

Cyber-physical systems, which integrate computation, networking, and physical processes, apply to various sectors like autonomous vehicles and smart grids. As these systems become more complex and interconnected, ensuring their safety while achieving high performance emerges as a critical challenge. Traditional model-based control methods often struggle to cope with uncertainties, unmodeled ... Läs mer

2 220,70 kr

Cyber-physical systems, which integrate computation, networking, and physical processes, apply to various sectors like autonomous vehicles and smart grids. As these systems become more complex and interconnected, ensuring their safety while achieving high performance emerges as a critical challenge. Traditional model-based control methods often struggle to cope with uncertainties, unmodeled
... Läs mer
Advanced Applications of Python Data Structures and Algorithms

Redigerad av Mohammad Gouse Galety, Arul Kumar Natarajan, A. V. Sriharsha ...

Data structures are essential principles applicable to any programming language in computer science. Data structures may be studied more easily with Python than with any other programming language because of their interpretability, interactivity, and object-oriented nature. Computers may store and process data at an extraordinary rate and with outstanding accuracy. Therefore, it is of the utmost ... Läs mer

2 876,84 kr

Data structures are essential principles applicable to any programming language in computer science. Data structures may be studied more easily with Python than with any other programming language because of their interpretability, interactivity, and object-oriented nature. Computers may store and process data at an extraordinary rate and with outstanding accuracy. Therefore, it is of the utmost
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arc42 by Example

Software architecture documentation in practice

av Dr. Gernot Starke, Michael Simons, Stefan Zörner, Ralf D. Müller ...

Document the architecture of your software easily with this highly practical, open-source template.Key FeaturesGet to grips with leveraging the features of arc42 to create insightful documentsLearn the concepts of software architecture documentation through real-world examplesDiscover techniques to create compact, helpful, and easy-to-read documentationBook DescriptionWhen developers document the ... Läs mer

183,37 kr eller gratis med Kobo Plus

Document the architecture of your software easily with this highly practical, open-source template.Key FeaturesGet to grips with leveraging the features of arc42 to create insightful documentsLearn the concepts of software architecture documentation through real-world examplesDiscover techniques to create compact, helpful, and easy-to-read documentationBook DescriptionWhen developers document the
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Optimizing Big Data Management and Industrial Systems With Intelligent Techniques

Redigerad av Sultan Ceren Öner, Oya H. Yüregir ...

In order to survive an increasingly competitive market, corporations must adopt and employ optimization techniques and big data analytics for more efficient product development and value creation. Understanding the strengths, weaknesses, opportunities, and threats of new techniques and manufacturing processes allows companies to succeed during the rise of Industry 4.0. Optimizing Big Data ... Läs mer

1 968,42 kr

In order to survive an increasingly competitive market, corporations must adopt and employ optimization techniques and big data analytics for more efficient product development and value creation. Understanding the strengths, weaknesses, opportunities, and threats of new techniques and manufacturing processes allows companies to succeed during the rise of Industry 4.0. Optimizing Big Data
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Advances in Deep Generative Models for Medical Artificial Intelligence

Redigerad av Hazrat Ali, Mubashir Husain Rehmani, Zubair Shah ...

Serie serie Intelligent Technologies and Robotics (R0)
Generative Artificial Intelligence is rapidly advancing with many state-of-the-art performances on computer vision, speech processing, and natural language processing tasks. Generative adversarial networks and neural diffusion models can generate high-quality synthetic images of human faces, artworks, and coherent essays on different topics. Generative models are also transforming Medical ... Läs mer

1 856,66 kr

Generative Artificial Intelligence is rapidly advancing with many state-of-the-art performances on computer vision, speech processing, and natural language processing tasks. Generative adversarial networks and neural diffusion models can generate high-quality synthetic images of human faces, artworks, and coherent essays on different topics. Generative models are also transforming Medical
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The Definitive Guide to Data Integration

Unlock the power of data integration to efficiently manage, transform, and analyze data

av Pierre-Yves BONNEFOY, Emeric CHAIZE, Raphaël MANSUY, Mehdi TAZI ...

Learn the essentials of data integration with this comprehensive guide, covering everything from sources to solutions, and discover the key to making the most of your data stackKey FeaturesLearn how to leverage modern data stack tools and technologies for effective data integrationDesign and implement data integration solutions with practical advice and best practicesFocus on modern technologies ... Läs mer

299,97 kr eller gratis med Kobo Plus

Learn the essentials of data integration with this comprehensive guide, covering everything from sources to solutions, and discover the key to making the most of your data stackKey FeaturesLearn how to leverage modern data stack tools and technologies for effective data integrationDesign and implement data integration solutions with practical advice and best practicesFocus on modern technologies
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Hands-On Financial Modeling with Excel for Microsoft 365

Build your own practical financial models for effective forecasting, valuation, trading, and growth analysis

av Shmuel Oluwa ...

Explore a variety of Excel features, functions, and productivity tips for various aspects of financial modelingKey FeaturesExplore Excel's financial functions and pivot tables with this updated second editionBuild an integrated financial model with Excel for Microsoft 365 from scratchPerform financial analysis with the help of real-world use casesBook DescriptionFinancial modeling is a core skill ... Läs mer

299,97 kr eller gratis med Kobo Plus

Explore a variety of Excel features, functions, and productivity tips for various aspects of financial modelingKey FeaturesExplore Excel's financial functions and pivot tables with this updated second editionBuild an integrated financial model with Excel for Microsoft 365 from scratchPerform financial analysis with the help of real-world use casesBook DescriptionFinancial modeling is a core skill
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Data And Society

av Paul Beynon-davies ...

Most literature thinks of the relationship between data and society as additive, meaning that data and society are seen as two separate sets of things but which overlap to form an intersection. The literature then goes off to unpack the intersection of the two circles and partners the term data in this manner with terms descriptive of the domain of society — ownership, control, surveillance, and ... Läs mer

448,23 kr

Most literature thinks of the relationship between data and society as additive, meaning that data and society are seen as two separate sets of things but which overlap to form an intersection. The literature then goes off to unpack the intersection of the two circles and partners the term data in this manner with terms descriptive of the domain of society — ownership, control, surveillance, and
... Läs mer

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Rekommenderas för dig

Databehandling E-böcker

Big Data Processing With Hadoop

Data Engineering and Applications

Matplotlib 3.0 Cookbook

XGBoost for Regression Predictive Modeling and Time Series Analysis

Digital Technologies and Applications

Advanced Analytics with Spark

HBase Essentials

Blockchain Technology for Managers

Advances in Data Science and Intelligent Data Communication Technologies for COVID-19

Quantitative Social Science

Big Data con Hadoop

Learn R By Coding

Advances in Artificial Systems for Medicine and Education IV

R语言数据分析从入门到实践

From Models to Decisions in Machine Learning with Python

Advanced Econometrics with Stata, EViews, R, and SPSS: Applications in Economics, Finance, Statistics, Artificial Intelligence, and Decision Analytics

Safe Data-Driven Control for Cyber-Physical Systems

Advanced Applications of Python Data Structures and Algorithms

arc42 by Example

Optimizing Big Data Management and Industrial Systems With Intelligent Techniques

Advances in Deep Generative Models for Medical Artificial Intelligence

The Definitive Guide to Data Integration

Hands-On Financial Modeling with Excel for Microsoft 365

Data And Society