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Handbook of Research on Big Data Clustering and Machine Learning

Modifié par Fausto Pedro Garcia Marquez ...

As organizations continue to develop, there is an increasing need for technological methods that can keep up with the rising amount of data and information that is being generated. Machine learning is a tool that has become powerful due to its ability to analyze large amounts of data quickly. Machine learning is one of many technological advancements that is being implemented into a multitude of ... En savoir plus

$333.59 CAD

As organizations continue to develop, there is an increasing need for technological methods that can keep up with the rising amount of data and information that is being generated. Machine learning is a tool that has become powerful due to its ability to analyze large amounts of data quickly. Machine learning is one of many technological advancements that is being implemented into a multitude of
... En savoir plus
Data Preprocessing, Active Learning, and Cost Perceptive Approaches for Resolving Data Imbalance

Modifié par Dipti P. Rana, Rupa G. Mehta ...

Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas like finance, health, network, news, online advertisement, social network media, and weather have imbalanced data, which emphasizes the research necessity for real-time implications of precise fraud/defaulter detection, rare disease/reaction ... En savoir plus

$267.19 CAD

Over the last two decades, researchers are looking at imbalanced data learning as a prominent research area. Many critical real-world application areas like finance, health, network, news, online advertisement, social network media, and weather have imbalanced data, which emphasizes the research necessity for real-time implications of precise fraud/defaulter detection, rare disease/reaction
... En savoir plus
Contemporary Applications of Data Fusion for Advanced Healthcare Informatics

Modifié par G.S. Karthick, Sathishkumar Karupusamy ...

Blockchain and artificial intelligence (AI) techniques play a crucial role in dealing with large amounts of heterogeneous, multi-scale, and multi-modal data coming from the internet of things (IoT) infrastructures. Therefore, further discussion on how the fusion of blockchain, IoT, and AI allows the design of models, mathematical models, methodologies, algorithms, evaluation benchmarks, and tools ... En savoir plus

$383.99 CAD

Blockchain and artificial intelligence (AI) techniques play a crucial role in dealing with large amounts of heterogeneous, multi-scale, and multi-modal data coming from the internet of things (IoT) infrastructures. Therefore, further discussion on how the fusion of blockchain, IoT, and AI allows the design of models, mathematical models, methodologies, algorithms, evaluation benchmarks, and tools
... En savoir plus
Online Survey Design and Data Analytics: Emerging Research and Opportunities

Modifié par Shalin Hai-Jew ...

Online survey research suites offer a vast array of capabilities, supporting the presentation of virtually every type of digital data – text, imagery, audio, video, and multimedia forms. With some researcher sophistication, these online survey research suites can enable a wide range of quantitative, qualitative, and mixed methods research. Online Survey Design and Data Analytics: Emerging Research ... En savoir plus

$227.99 CAD

Online survey research suites offer a vast array of capabilities, supporting the presentation of virtually every type of digital data – text, imagery, audio, video, and multimedia forms. With some researcher sophistication, these online survey research suites can enable a wide range of quantitative, qualitative, and mixed methods research. Online Survey Design and Data Analytics: Emerging Research
... En savoir plus
Environmental and Agricultural Informatics: Concepts, Methodologies, Tools, and Applications

Modifié par Information Resources Management Association ...

The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. This is evident in the environmental and agricultural industries as well. In order to successfully plan preventive measures and solve current environmental problems, efficient and effective information processing ... En savoir plus

$983.99 CAD

The digital age has presented an exponential growth in the amount of data available to individuals looking to draw conclusions based on given or collected information across industries. This is evident in the environmental and agricultural industries as well. In order to successfully plan preventive measures and solve current environmental problems, efficient and effective information processing
... En savoir plus
Optimizing Big Data Management and Industrial Systems With Intelligent Techniques

Modifié par 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 ... En savoir plus

$216.79 CAD

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
... En savoir plus
PostgreSQL 18 Cookbook, Third Edition

par Peter G ...

This thoroughly revised 3rd edition troubleshoots through real failure modes, diagnostic techniques, and remediation patterns drawn from years of operating PostgreSQL at scale. In this cookbook, you install PostgreSQL 18, create and design schemas, configure clusters to automatically switch over in case something goes wrong, keep your connections secure using OAuth 2.0, and perform PITR to get ... En savoir plus

$41.99 CAD ou Gratuit avec Kobo Plus

This thoroughly revised 3rd edition troubleshoots through real failure modes, diagnostic techniques, and remediation patterns drawn from years of operating PostgreSQL at scale. In this cookbook, you install PostgreSQL 18, create and design schemas, configure clusters to automatically switch over in case something goes wrong, keep your connections secure using OAuth 2.0, and perform PITR to get
... En savoir plus
Time Series Forecasting in Python

par Marco Peixeiro ...

Build predictive models from time-based patterns in your data. Master statistical models including new deep learning approaches for time series forecasting.In Time Series Forecasting in Python you will learn how to:Recognize a time series forecasting problem and build a performant predictive modelCreate univariate forecasting models that account for seasonal effects and external variablesBuild ... En savoir plus

$77.99 CAD

Build predictive models from time-based patterns in your data. Master statistical models including new deep learning approaches for time series forecasting.In Time Series Forecasting in Python you will learn how to:Recognize a time series forecasting problem and build a performant predictive modelCreate univariate forecasting models that account for seasonal effects and external variablesBuild
... En savoir plus
Learning pandas

High performance data manipulation and analysis using Python

par Michael Heydt, Nicola Rainiero, Sonali Dayal ...

Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discoveryKey FeaturesGet comfortable using pandas and Python as an effective data exploration and analysis toolExplore pandas through a framework of data analysis, with an explanation of how pandas is well suited for the various stages in a data analysis processA comprehensive guide to ... En savoir plus

$47.99 CAD ou Gratuit avec Kobo Plus

Get to grips with pandas—a versatile and high-performance Python library for data manipulation, analysis, and discoveryKey FeaturesGet comfortable using pandas and Python as an effective data exploration and analysis toolExplore pandas through a framework of data analysis, with an explanation of how pandas is well suited for the various stages in a data analysis processA comprehensive guide to
... En savoir plus
Bayesian Analysis with Python

Unleash the power and flexibility of the Bayesian framework

par Osvaldo Martin ...

Unleash the power and flexibility of the Bayesian frameworkKey FeaturesSimplify the Bayes process for solving complex statistical problems using Python;Tutorial guide that will take the you through the journey of Bayesian analysis with the help of sample problems and practice exercises;Learn how and when to use Bayesian analysis in your applications with this guide.Book DescriptionThe purpose of ... En savoir plus

$47.99 CAD ou Gratuit avec Kobo Plus

Unleash the power and flexibility of the Bayesian frameworkKey FeaturesSimplify the Bayes process for solving complex statistical problems using Python;Tutorial guide that will take the you through the journey of Bayesian analysis with the help of sample problems and practice exercises;Learn how and when to use Bayesian analysis in your applications with this guide.Book DescriptionThe purpose of
... En savoir plus
Engineering Applications of Modern Metaheuristics

Modifié par Taymaz Akan, Ahmed M. Anter, A. Şima Etaner-Uyar, Diego Oliva ...

Collections series Intelligent Technologies and Robotics (R0)
This book is a collection of various methodologies that make it possible for metaheuristics and hyper-heuristics to solve problems that occur in the real world. This book contains chapters that make use of metaheuristics techniques. The application fields range from image processing to transmission power control, and case studies and literature reviews are included to assist the reader. ... En savoir plus

$179.39 CAD

This book is a collection of various methodologies that make it possible for metaheuristics and hyper-heuristics to solve problems that occur in the real world. This book contains chapters that make use of metaheuristics techniques. The application fields range from image processing to transmission power control, and case studies and literature reviews are included to assist the reader.
... En savoir plus
Research Advances in the Integration of Big Data and Smart Computing

Modifié par Pradeep Kumar Mallick ...

The volume, complexity, and irregularity of computational data in modern algorithms and simulations necessitates an unorthodox approach to computing. Understanding the facets and possibilities of soft computing algorithms is necessary for the accurate and timely processing of complex data. Research Advances in the Integration of Big Data and Smart Computing builds on the available literature in ... En savoir plus

$222.39 CAD

PRÉCOMMANDER

The volume, complexity, and irregularity of computational data in modern algorithms and simulations necessitates an unorthodox approach to computing. Understanding the facets and possibilities of soft computing algorithms is necessary for the accurate and timely processing of complex data. Research Advances in the Integration of Big Data and Smart Computing builds on the available literature in
... En savoir plus
Computational and Data Grids: Principles, Applications and Design

Modifié par Nikolaos Preve ...

Grid computing promises to transform the way organizations and individuals compute, communicate, and collaborate. Computational and Data Grids: Principles, Applications and Design offers critical perspectives on theoretical frameworks, methodologies, implementations, and cutting edge research in grid computing, bridging the gap between academia and the latest achievements of the computer industry. ... En savoir plus

$206.39 CAD

PRÉCOMMANDER

Grid computing promises to transform the way organizations and individuals compute, communicate, and collaborate. Computational and Data Grids: Principles, Applications and Design offers critical perspectives on theoretical frameworks, methodologies, implementations, and cutting edge research in grid computing, bridging the gap between academia and the latest achievements of the computer industry.
... En savoir plus
Data Wrangling with SQL

A hands-on guide to manipulating, wrangling, and engineering data using SQL

par Raghav Kandarpa, Shivangi Saxena ...

Become a data wrangling expert and make well-informed decisions by effectively utilizing and analyzing raw unstructured data in a systematic manner Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesImplement query optimization during data wrangling using the SQL language with practical use casesMaster data cleaning, handle the date function and null value, and write ... En savoir plus

$31.99 CAD ou Gratuit avec Kobo Plus

Become a data wrangling expert and make well-informed decisions by effectively utilizing and analyzing raw unstructured data in a systematic manner Purchase of the print or Kindle book includes a free PDF eBookKey FeaturesImplement query optimization during data wrangling using the SQL language with practical use casesMaster data cleaning, handle the date function and null value, and write
... En savoir plus
Trends in Artificial Intelligence, and Computer Engineering

Proceedings of ICAETT 2025, Volume 2

Modifié par Miguel Botto Tobar, Omar S. Gómez, Raúl Lozada, Angela Díaz Cadena, Rajit Nair, Washington Luna-Encalada ...

Collections series Springer Nature Proceedings excluding Computer Science
This book constitutes the proceedings of the 7th International Conference on Advances in Emerging Trends and Technologies (ICAETT 2025), held in Riobamba, Ecuador, on 16–17 October 2024, proudly organized by Facultad de Informática y Electrónica (FIE) at Escuela Superior Politécnica de Chimborazo and supported by GDEON. ICAETT 2025 brings together top researchers and practitioners working in ... En savoir plus

$256.19 CAD

This book constitutes the proceedings of the 7th International Conference on Advances in Emerging Trends and Technologies (ICAETT 2025), held in Riobamba, Ecuador, on 16–17 October 2024, proudly organized by Facultad de Informática y Electrónica (FIE) at Escuela Superior Politécnica de Chimborazo and supported by GDEON. ICAETT 2025 brings together top researchers and practitioners working in
... En savoir plus
Digital Transformation: What are the Smart Cities Today?

Modifié par Mustika Sari, Anastasia Kulachinskaya ...

Collections series Intelligent Technologies and Robotics (R0)
This book presents various models and approaches, specific proposals, and recommendations on a whole range of areas for smart cities' development. This book proposes to look at the problem through a broad overview of all elements of a smart city as a single system: smart governance, smart buildings, smart transportation, smart tourism destinations, smart economy, and smart environment.The book is ... En savoir plus

$140.89 CAD

This book presents various models and approaches, specific proposals, and recommendations on a whole range of areas for smart cities' development. This book proposes to look at the problem through a broad overview of all elements of a smart city as a single system: smart governance, smart buildings, smart transportation, smart tourism destinations, smart economy, and smart environment.The book is
... En savoir plus
Engineering Applications of Artificial Intelligence

Modifié par Aziza Chakir, Johanes Fernandes Andry, Arif Ullah, Rohit Bansal, Mohamed Ghazouani ...

Collections series Synthesis Collection of Technology (R0)
Making intelligent devices and systems is the science and engineering of artificial intelligence (AI). In order to solve many of the most difficult problems in computer science, this important multidisciplinary discipline plays a crucial role in the field of technology nowadays. The book also addresses the topic of machine learning because it is closely related to AI. By no means is the list of ... En savoir plus

$57.69 CAD

Making intelligent devices and systems is the science and engineering of artificial intelligence (AI). In order to solve many of the most difficult problems in computer science, this important multidisciplinary discipline plays a crucial role in the field of technology nowadays. The book also addresses the topic of machine learning because it is closely related to AI. By no means is the list of
... En savoir plus
Bad Data

Why We Measure the Wrong Things and Often Miss the Metrics That Matter

par Peter Schryvers ...

Highlights the pitfalls of data analysis and emphasizes the importance of using the appropriate metrics before making key decisions. Big data is often touted as the key to understanding almost every aspect of contemporary life. This critique of "information hubris" shows that even more important than data is finding the right metrics to evaluate it. The author, an expert in environmental design ... En savoir plus

$30.99 CAD

Highlights the pitfalls of data analysis and emphasizes the importance of using the appropriate metrics before making key decisions. Big data is often touted as the key to understanding almost every aspect of contemporary life. This critique of "information hubris" shows that even more important than data is finding the right metrics to evaluate it. The author, an expert in environmental design
... En savoir plus
健康医疗数据治理

par 刘雷 ...

健康医疗数据治理，是面向健康医疗领域的相关数据管理过程，有针对性的从事数据治理活动，以及数据治理活动的设计、监督和实施。《健康医疗数据治理指南》作为DAMA数据管理知识体系丛书面向健康医疗行业的分册，将立足于DAMA数据治理体系知识框架，结合健康医疗行业数据治理的特点，分别从健康医疗领域的数据治理理论和理论落地的**实践这两个视角阐述健康医疗数据治理，期望通过DAMA数据治理理论框架与健康医疗行业数据治理工具、方法、理论与规范相结合、通过与健康医疗行业数据治理理论与**实践相印证，为健康医疗数据治理提供DAMA数据治理的落地指导，为健康医疗行业大数据从业者提供健康医疗DAMA数据治理实践指南。本书作为一本覆盖健康医疗大数据治理的指导书籍，面向所有从事医疗信息化相关的群体，覆盖人群广泛，我们将从服务机构予以人群划分。本书主要面向以下几类机构：各级卫健委、等级医院 ... En savoir plus

$23.41 CAD

健康医疗数据治理，是面向健康医疗领域的相关数据管理过程，有针对性的从事数据治理活动，以及数据治理活动的设计、监督和实施。《健康医疗数据治理指南》作为DAMA数据管理知识体系丛书面向健康医疗行业的分册，将立足于DAMA数据治理体系知识框架，结合健康医疗行业数据治理的特点，分别从健康医疗领域的数据治理理论和理论落地的**实践这两个视角阐述健康医疗数据治理，期望通过DAMA数据治理理论框架与健康医疗行业数据治理工具、方法、理论与规范相结合、通过与健康医疗行业数据治理理论与**实践相印证，为健康医疗数据治理提供DAMA数据治理的落地指导，为健康医疗行业大数据从业者提供健康医疗DAMA数据治理实践指南。本书作为一本覆盖健康医疗大数据治理的指导书籍，面向所有从事医疗信息化相关的群体，覆盖人群广泛，我们将从服务机构予以人群划分。本书主要面向以下几类机构：各级卫健委、等级医院
... En savoir plus
The Definitive Guide to OpenSearch

Discover advanced techniques and best practices for efficient search and analytics with OpenSearch

par Jon Handler, Soujanya Konka, Prashant Agrawal ...

Master Amazon OpenSearch with this comprehensive guide, covering everything from basics to advanced techniques, and learn expert tips for efficient search and analyticsKey FeaturesMaster installation, configuration, and usage, from crafting queries through to building dashboardsAddress real-world scenarios with detailed case studies, applying knowledge to practical projects and challengesLearn ... En savoir plus

$36.99 CAD ou Gratuit avec Kobo Plus

Master Amazon OpenSearch with this comprehensive guide, covering everything from basics to advanced techniques, and learn expert tips for efficient search and analyticsKey FeaturesMaster installation, configuration, and usage, from crafting queries through to building dashboardsAddress real-world scenarios with detailed case studies, applying knowledge to practical projects and challengesLearn
... En savoir plus
FULL SOURCE CODE: SQL SERVER FOR DATA ANALYTICS AND VISUALIZATION WITH PYTHON GUI

par Vivian Siahaan, Rismon Hasiholan Sianipar ...

This book uses SQL SERVER version of MySQL-based Sakila sample database. It is a fictitious database designed to represent a DVD rental store. The tables of the database include film, film_category, actor, customer, rental, payment and inventory among others. The Sakila sample database is intended to provide a standard schema that can be used for examples in books, tutorials, articles, samples, ... En savoir plus

$10.98 CAD

This book uses SQL SERVER version of MySQL-based Sakila sample database. It is a fictitious database designed to represent a DVD rental store. The tables of the database include film, film_category, actor, customer, rental, payment and inventory among others. The Sakila sample database is intended to provide a standard schema that can be used for examples in books, tutorials, articles, samples,
... En savoir plus
SQLITE FOR DATA ANALYST AND DATA SCIENTIST WITH PYTHON GUI

par Vivian Siahaan, Rismon Hasiholan Sianipar ...

In this project, we will use the SQLite version of BikeStores database as a sample database to help you work with MySQL quickly and effectively. The stores table includes the store’s information. Each store has a store name, contact information such as phone and email, and an address including street, city, state, and zip code. The staffs table stores the essential information of staffs including ... En savoir plus

$16.48 CAD

In this project, we will use the SQLite version of BikeStores database as a sample database to help you work with MySQL quickly and effectively. The stores table includes the store’s information. Each store has a store name, contact information such as phone and email, and an address including street, city, state, and zip code. The staffs table stores the essential information of staffs including
... En savoir plus
Monitoring Hadoop

Get to grips with the intricacies of Hadoop monitoring using the power of Ganglia and Nagios

par Aman Singh ...

Key FeaturesBook DescriptionThis book is useful for Hadoop administrators who need to learn how to monitor and diagnose their clusters. Also, the book will prove useful for new users of the technology, as the language used is simple and easy to grasp.What you will learnInstall Nagios and Ganglia and understand logging at the operating system levelCreate and configure Nagios nodes for monitoring ... En savoir plus

$28.79 CAD ou Gratuit avec Kobo Plus

Key FeaturesBook DescriptionThis book is useful for Hadoop administrators who need to learn how to monitor and diagnose their clusters. Also, the book will prove useful for new users of the technology, as the language used is simple and easy to grasp.What you will learnInstall Nagios and Ganglia and understand logging at the operating system levelCreate and configure Nagios nodes for monitoring
... En savoir plus
Programming PyTorch for Deep Learning

Creating and Deploying Deep Learning Applications

par Ian Pointer ...

Take the next steps toward mastering deep learning, the machine learning method that’s transforming the world around us by the second. In this practical book, you’ll get up to speed on key ideas using Facebook’s open source PyTorch framework and gain the latest skills you need to create your very own neural networks.Ian Pointer shows you how to set up PyTorch on a cloud-based environment, then ... En savoir plus

$47.99 CAD

Take the next steps toward mastering deep learning, the machine learning method that’s transforming the world around us by the second. In this practical book, you’ll get up to speed on key ideas using Facebook’s open source PyTorch framework and gain the latest skills you need to create your very own neural networks.Ian Pointer shows you how to set up PyTorch on a cloud-based environment, then
... En savoir plus

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