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Proceedings of 4th International Conference on Mathematical Modeling and Computational Science

ICMMCS 2025 Volume 1

Edición de Souvik Pal, Álvaro Rocha ...

Series series Springer Nature Proceedings excluding Computer Science
This book aims to capture the interest of researchers and professionals in information technology, computer science, and mathematics. It covers fundamental and advanced concepts related to intelligent computing paradigms, data sciences, graph theory, and mathematical modeling. In high-performance computing, the need for intelligent, adaptive computing mechanisms and the integration of mathematical ... Leer más

$197.09 USD

This book aims to capture the interest of researchers and professionals in information technology, computer science, and mathematics. It covers fundamental and advanced concepts related to intelligent computing paradigms, data sciences, graph theory, and mathematical modeling. In high-performance computing, the need for intelligent, adaptive computing mechanisms and the integration of mathematical
... Leer más
Using the Metaverse in Education

A Practical Guide

de Upendra Embranthiri ...

Using the Metaverse in Education: A Practical Guide explores the transformative potential of the metaverse in education. This book defines four types of metaverses and examines their pedagogical applications and limitations. The Metaverse Roadmap categorizes these applications into Augmented Reality (AR), Anatomy, Methodologies, and Virtual Reality (VR).We delve into real-world examples, such as ... Leer más

$29.99 USD o gratis con Kobo Plus

Using the Metaverse in Education: A Practical Guide explores the transformative potential of the metaverse in education. This book defines four types of metaverses and examines their pedagogical applications and limitations. The Metaverse Roadmap categorizes these applications into Augmented Reality (AR), Anatomy, Methodologies, and Virtual Reality (VR).We delve into real-world examples, such as
... Leer más
Python Data Science for Beginners

Analyze and Visualize Data Like a Pro

de Brian Murray ...

Series Libro 2 - Python
Python Data Science for Beginners: Analyze and Visualize Data Like a Pro is the ultimate guide to learning the fundamentals of data science with Python. This book is perfect for anyone who is new to data science or wants to expand their skills in this field.In this book, you'll learn how to manipulate and transform data using the popular pandas library, explore and visualize data using matplotlib ... Leer más

$3.95 USD o gratis con Kobo Plus

Python Data Science for Beginners: Analyze and Visualize Data Like a Pro is the ultimate guide to learning the fundamentals of data science with Python. This book is perfect for anyone who is new to data science or wants to expand their skills in this field.In this book, you'll learn how to manipulate and transform data using the popular pandas library, explore and visualize data using matplotlib
... Leer más
Handbuch Data Engineering

Robuste Datensysteme planen und erstellen

de Joe Reis, Matt Housley ...

Traducido por Helena Schock ...

Der praxisnahe Überblick über die gesamte Data-Engineering-LandschaftDas Buch vermittelt grundlegende Konzepte des Data Engineering und beschreibt Best Practices für jede Phase des DatenlebenszyklusMit dem Data-Engineering-Lifecycle bietet es einen konzeptionellen Rahmen, der langfristig Gültigkeit haben wirdEs unterstützt Sie - jenseits des Hypes - bei der Auswahl der richtigen Datentechnologien, ... Leer más

Antes $57.99 USD Ahora $46.99 USD o gratis con Kobo Plus

Der praxisnahe Überblick über die gesamte Data-Engineering-LandschaftDas Buch vermittelt grundlegende Konzepte des Data Engineering und beschreibt Best Practices für jede Phase des DatenlebenszyklusMit dem Data-Engineering-Lifecycle bietet es einen konzeptionellen Rahmen, der langfristig Gültigkeit haben wirdEs unterstützt Sie - jenseits des Hypes - bei der Auswahl der richtigen Datentechnologien,
... Leer más
特异群组挖掘

de 熊贇, 朱扬勇著 ...

高价值、低密度是大数据的特征，挖掘高价值、低密度的数据对象是大数据的一项重要工作。特异群组是一类高价值、低密度的数据形态，是指在众多行为对象中，少数对象群体具有一定数量的相同（或相似）的行为模式，表现出相异于大多数对象而形成的异常的群组。特异群组挖掘在证券金融、医疗保险、智能交通、社会网络和生命科学研究等领域具有重要的应用价值。对特异群组挖掘的研究代表了数据挖掘从浅层到深层的发展趋势和必要性。本书系统地阐述了特异群组挖掘任务，包括介绍了特异群组挖掘的概念，分析了特异群组挖掘任务与聚类、异常等任务之间的差异，给出了特异群组挖掘任务的相关算法，并且列举了特异群组挖掘的几个重点应用。本书适合大数据研究人员、大数据工程师、大数据应用分析师、大数据产业从业人员等阅读，也可作为数据科学、大数据专业本科生和研究生的教学用书。 ... Leer más

$30.66 USD

高价值、低密度是大数据的特征，挖掘高价值、低密度的数据对象是大数据的一项重要工作。特异群组是一类高价值、低密度的数据形态，是指在众多行为对象中，少数对象群体具有一定数量的相同（或相似）的行为模式，表现出相异于大多数对象而形成的异常的群组。特异群组挖掘在证券金融、医疗保险、智能交通、社会网络和生命科学研究等领域具有重要的应用价值。对特异群组挖掘的研究代表了数据挖掘从浅层到深层的发展趋势和必要性。本书系统地阐述了特异群组挖掘任务，包括介绍了特异群组挖掘的概念，分析了特异群组挖掘任务与聚类、异常等任务之间的差异，给出了特异群组挖掘任务的相关算法，并且列举了特异群组挖掘的几个重点应用。本书适合大数据研究人员、大数据工程师、大数据应用分析师、大数据产业从业人员等阅读，也可作为数据科学、大数据专业本科生和研究生的教学用书。
... Leer más
Ultimate Data Engineering Design Patterns

Design and Build Scalable Data Pipelines Using Proven Patterns for Modern Data Platforms`

de Bragadeesh Sundararajan ...

Data engineering is the backbone of every modern data-driven organization — and the ability to design scalable, reliable pipelines is the most in-demand skill across analytics, AI, and platform engineering. ***Ultimate Data Engineering Design Patterns***provides a comprehensive, pattern-driven guide to building robust data infrastructure, from foundational ingestion and storage to stream ... Leer más

$17.99 USD o gratis con Kobo Plus

Data engineering is the backbone of every modern data-driven organization — and the ability to design scalable, reliable pipelines is the most in-demand skill across analytics, AI, and platform engineering. ***Ultimate Data Engineering Design Patterns***provides a comprehensive, pattern-driven guide to building robust data infrastructure, from foundational ingestion and storage to stream
... Leer más
R Programming Fundamentals

Deal with data using various modeling techniques

de Kaelen Medeiros ...

Study data analysis and visualization to successfully analyze data with RKey FeaturesGet to grips with data cleaning methodsExplore statistical concepts and programming in R, including best practicesBuild a data science project with real-world examplesBook DescriptionR Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. You’ll start by ... Leer más

$27.99 USD o gratis con Kobo Plus

Study data analysis and visualization to successfully analyze data with RKey FeaturesGet to grips with data cleaning methodsExplore statistical concepts and programming in R, including best practicesBuild a data science project with real-world examplesBook DescriptionR Programming Fundamentals, focused on R and the R ecosystem, introduces you to the tools for working with data. You’ll start by
... Leer más
Data-Driven Company

Moderne und integrierte Ansätze, um datengetrieben zu werden

de Sven-Erik Willrich ...

Series series Computer Science and Engineering (German Language)
Daten werden für Unternehmen immer wichtiger. Gleichzeitig mangelt es an Best Practices und Leitfäden, wie klassische mit modernen Ansätzen wie Data Mesh oder Data Fabric zu einem anwendbaren Framework integriert werden können. Hierzu werden die Themen Organisationsdesign, Datenstrategie / -management und Enterprise Architecture auf theoretische und pragmatische Weise verbunden. Das Buch ... Leer más

$28.49 USD

Daten werden für Unternehmen immer wichtiger. Gleichzeitig mangelt es an Best Practices und Leitfäden, wie klassische mit modernen Ansätzen wie Data Mesh oder Data Fabric zu einem anwendbaren Framework integriert werden können. Hierzu werden die Themen Organisationsdesign, Datenstrategie / -management und Enterprise Architecture auf theoretische und pragmatische Weise verbunden. Das Buch
... Leer más
Deep Learning Innovations in MRI Reconstruction and Analysis

Enhancing Image Quality for Robust Image Processing and Clinical Decision Making

de Soumick Chatterjee ...

Series series Computer Science and Engineering (German Language)
High-resolution magnetic resonance imaging (MRI) is clinically vital but inherently slow. Accelerating acquisition via undersampling introduces artefacts, whereas long scans risk motion blur; traditional solutions, such as compressed sensing, often fail under such heavy corruption. Consequently, this thesis investigates deep learning methods to correct these artefacts. It develops pipelines for ... Leer más

$107.09 USD

High-resolution magnetic resonance imaging (MRI) is clinically vital but inherently slow. Accelerating acquisition via undersampling introduces artefacts, whereas long scans risk motion blur; traditional solutions, such as compressed sensing, often fail under such heavy corruption. Consequently, this thesis investigates deep learning methods to correct these artefacts. It develops pipelines for
... Leer más
Data Engineering with Python

Work with massive datasets to design data models and automate data pipelines using Python

de Paul Crickard ...

Build, monitor, and manage real-time data pipelines to create data engineering infrastructure efficiently using open-source Apache projectsKey FeaturesBecome well-versed in data architectures, data preparation, and data optimization skills with the help of practical examplesDesign data models and learn how to extract, transform, and load (ETL) data using PythonSchedule, automate, and monitor ... Leer más

$37.99 USD o gratis con Kobo Plus

Build, monitor, and manage real-time data pipelines to create data engineering infrastructure efficiently using open-source Apache projectsKey FeaturesBecome well-versed in data architectures, data preparation, and data optimization skills with the help of practical examplesDesign data models and learn how to extract, transform, and load (ETL) data using PythonSchedule, automate, and monitor
... Leer más
Data Engineering with AWS Cookbook

A recipe-based approach to help you tackle data engineering problems with AWS services

de Gonzalo Herreros González, Huda Nofal, Trâm Ngọc Phạm, Viquar Khan ...

Master AWS data engineering services and techniques for orchestrating pipelines, building layers, and managing migrationsKey FeaturesGet up to speed with the different AWS technologies for data engineeringLearn the different aspects and considerations of building data lakes, such as security, storage, and operationsGet hands on with key AWS services such as Glue, EMR, Redshift, QuickSight, and ... Leer más

$37.99 USD o gratis con Kobo Plus

Master AWS data engineering services and techniques for orchestrating pipelines, building layers, and managing migrationsKey FeaturesGet up to speed with the different AWS technologies for data engineeringLearn the different aspects and considerations of building data lakes, such as security, storage, and operationsGet hands on with key AWS services such as Glue, EMR, Redshift, QuickSight, and
... Leer más
Introduction of Geometric Algebra for Machine Learning and Data Science

A Unified Geometric Framework for Modern Learning Systems

de Sandi Setiawan ...

What if machine learning could be understood geometrically?This book presents a unified geometric perspective on machine learning, statistics, and data science through the language of geometric algebra.From linear models and principal component analysis to neural networks, attention mechanisms, and time series systems, modern methods are reinterpreted as geometric transformations in n-dimensional ... Leer más

$14.99 USD

What if machine learning could be understood geometrically?This book presents a unified geometric perspective on machine learning, statistics, and data science through the language of geometric algebra.From linear models and principal component analysis to neural networks, attention mechanisms, and time series systems, modern methods are reinterpreted as geometric transformations in n-dimensional
... Leer más
Python Social Media Analytics

Analyze and visualize data from Twitter, YouTube, GitHub, and more

de Michal Krystyanczuk, Siddhartha Chatterjee ...

Leverage the power of Python to collect, process, and mine deep insights from social media dataKey Features\[\*\]Acquire data from various social media platforms such as Facebook, Twitter, YouTube, GitHub, and more\[\*\]Analyze and extract actionable insights from your social data using various Python tools\[\*\]A highly practical guide to conducting efficient social media analytics at scaleBook ... Leer más

$41.99 USD o gratis con Kobo Plus

Leverage the power of Python to collect, process, and mine deep insights from social media dataKey Features\[\*\]Acquire data from various social media platforms such as Facebook, Twitter, YouTube, GitHub, and more\[\*\]Analyze and extract actionable insights from your social data using various Python tools\[\*\]A highly practical guide to conducting efficient social media analytics at scaleBook
... Leer más
Data Labeling in Machine Learning with Python

Explore modern ways to prepare labeled data for training and fine-tuning ML and generative AI models

de Vijaya Kumar Suda ...

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data ... Leer más

$37.99 USD o gratis con Kobo Plus

Take your data preparation, machine learning, and GenAI skills to the next level by learning a range of Python algorithms and tools for data labelingKey FeaturesGenerate labels for regression in scenarios with limited training dataApply generative AI and large language models (LLMs) to explore and label text dataLeverage Python libraries for image, video, and audio data analysis and data
... Leer más
Practical Data Science Environments with Python and R

de Astha Puri, Rohan Mathur ...

From Beginner to Practitioner: A Practical Path to Learning Data ScienceKey Features● Build production-ready data science environments from scratch.● Learn Python and R through complete, real-world workflows for cleaning, visualizing, and modeling data.● Learn real-world and practical workflows used by modern data organizations.Book DescriptionData science often fails beginners not b... ... Leer más

$18.99 USD

From Beginner to Practitioner: A Practical Path to Learning Data ScienceKey Features● Build production-ready data science environments from scratch.● Learn Python and R through complete, real-world workflows for cleaning, visualizing, and modeling data.● Learn real-world and practical workflows used by modern data organizations.Book DescriptionData science often fails beginners not b...
... Leer más
Recent Advances in Data and Algorithms for e-Government

Edición de Christophe Gaie, Mayuri Mehta ...

Series series Intelligent Technologies and Robotics (R0)
This book presents new trends to optimize e-Government in various contexts. It aims to highlight new methods and approaches that unveil the potential of data for public services. The book also illustrates how public services can be mathematically modeled with many case studies. Then, algorithms are proposed to optimize their functioning and to better contribute to the general interest, such as ... Leer más

$161.99 USD

This book presents new trends to optimize e-Government in various contexts. It aims to highlight new methods and approaches that unveil the potential of data for public services. The book also illustrates how public services can be mathematically modeled with many case studies. Then, algorithms are proposed to optimize their functioning and to better contribute to the general interest, such as
... Leer más
Enhancing Citizens’ Role in Public Safety

Interaction, Perception and Design of Mobile Warning Apps

de Jasmin Haunschild ...

Series series Life Science and Basic Disciplines (German Language)
The COVID-19 pandemic and the war in Ukraine emphasize the need for greater disaster resilience and preparedness. This book investigates how these apps can enhance crisis awareness and citizen involvement in disaster prevention and response. By examining user perspectives and the impact of crisis experiences, the book explores how to increase the adoption and effectiveness of warning apps. The ... Leer más

$89.09 USD

The COVID-19 pandemic and the war in Ukraine emphasize the need for greater disaster resilience and preparedness. This book investigates how these apps can enhance crisis awareness and citizen involvement in disaster prevention and response. By examining user perspectives and the impact of crisis experiences, the book explores how to increase the adoption and effectiveness of warning apps. The
... Leer más
Essential Statistics for Non-STEM Data Analysts

Get to grips with the statistics and math knowledge needed to enter the world of data science with Python

de Rongpeng Li ...

Reinforce your understanding of data science and data analysis from a statistical perspective to extract meaningful insights from your data using Python programmingKey FeaturesWork your way through the entire data analysis pipeline with statistics concerns in mind to make reasonable decisionsUnderstand how various data science algorithms functionBuild a solid foundation in statistics for data ... Leer más

$27.99 USD o gratis con Kobo Plus

Reinforce your understanding of data science and data analysis from a statistical perspective to extract meaningful insights from your data using Python programmingKey FeaturesWork your way through the entire data analysis pipeline with statistics concerns in mind to make reasonable decisionsUnderstand how various data science algorithms functionBuild a solid foundation in statistics for data
... Leer más
Machine Learning for Beginners

An Introduction for Beginners, Why Machine Learning Matters Today and How Machine Learning Networks, Algorithms, Concepts and Neural Networks Really Work

de Steven Cooper ...

If you are looking for a complete beginners guide to learn machine learning with examples, in just a few hours, then you need to continue reading.Machine learning is an incredibly dense topic. It's hard to imagine condensing it into an easily readable and digestible format. However, this book aims to do exactly that.★★ Grab your copy today and learn ★★♦ The different types of learning algorithm ... Leer más

$2.99 USD o gratis con Kobo Plus

If you are looking for a complete beginners guide to learn machine learning with examples, in just a few hours, then you need to continue reading.Machine learning is an incredibly dense topic. It's hard to imagine condensing it into an easily readable and digestible format. However, this book aims to do exactly that.★★ Grab your copy today and learn ★★♦ The different types of learning algorithm
... Leer más
Algorithmic Realism

Data Science Practices to Promote Social Justice

de Ben Green ...

A bold new vision for data science—and a practical, step-by-step guide for how data scientists can contribute to social justice.The field of data science faces a moral crisis. Despite the desires of data scientists to develop algorithms for good, algorithms regularly produce injustice in practice. Given these persistent harms, the field must reflect on difficult questions about its identity and ... Leer más

$28.99 USD

PEDIDO ANTICIPADO

A bold new vision for data science—and a practical, step-by-step guide for how data scientists can contribute to social justice.The field of data science faces a moral crisis. Despite the desires of data scientists to develop algorithms for good, algorithms regularly produce injustice in practice. Given these persistent harms, the field must reflect on difficult questions about its identity and
... Leer más
Principles of Data Science

Mathematical techniques and theory to succeed in data-driven industries

de Sinan Ozdemir ...

Learn the techniques and math you need to start making sense of your dataKey Features\[\*\] Enhance your knowledge of coding with data science theory for practical insight into data science and analysis\[\*\] More than just a math class, learn how to perform real-world data science tasks with R and Python\[\*\] Create actionable insights and transform raw data into tangible valueBook ... Leer más

$37.99 USD o gratis con Kobo Plus

Learn the techniques and math you need to start making sense of your dataKey Features\[\*\] Enhance your knowledge of coding with data science theory for practical insight into data science and analysis\[\*\] More than just a math class, learn how to perform real-world data science tasks with R and Python\[\*\] Create actionable insights and transform raw data into tangible valueBook
... Leer más
Scientific Computing with Python 3

An example-rich, comprehensive guide for all of your Python computational needs

de Claus Fuhrer, Jan Erik Solem, Olivier Verdier, Claus Führer ...

An example-rich, comprehensive guide for all of your Python computational needsKey Features\[\*\] Your ultimate resource for getting up and running with Python numerical computations\[\*\] Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules\[\*\] A hands-on guide to implementing mathematics with Python, with complete coverage of all the key ... Leer más

$41.99 USD o gratis con Kobo Plus

An example-rich, comprehensive guide for all of your Python computational needsKey Features\[\*\] Your ultimate resource for getting up and running with Python numerical computations\[\*\] Explore numerical computing and mathematical libraries using Python 3.x code with SciPy and NumPy modules\[\*\] A hands-on guide to implementing mathematics with Python, with complete coverage of all the key
... Leer más
Deep Learning and Computational Physics

de Deep Ray, Orazio Pinti, Assad A. Oberai ...

Series series Intelligent Technologies and Robotics (R0)
The main objective of this book is to introduce a student who is familiar with elementary math concepts to select topics in deep learning. It exploits strong connections between deep learning algorithms and the techniques of computational physics to achieve two important goals. First, it uses concepts from computational physics to develop an understanding of deep learning algorithms. Second, it ... Leer más

$89.09 USD

The main objective of this book is to introduce a student who is familiar with elementary math concepts to select topics in deep learning. It exploits strong connections between deep learning algorithms and the techniques of computational physics to achieve two important goals. First, it uses concepts from computational physics to develop an understanding of deep learning algorithms. Second, it
... Leer más
SQL Server on Linux

Configuring and administering your SQL Server solution on Linux

de Jasmin Azemoviƒá ...

Bring the performance and security of SQL Server to Linux Key FeaturesDesign and administer your SQL Server solution on the open source Linux platformInstall, configure, and fine-tune your database application for maximum performanceAn easy-to-follow guide teaching you how to implement various SQL Server CTP 2.x offerings on Linux—from installation to administrationBook DescriptionMicrosoft's ... Leer más

$34.99 USD o gratis con Kobo Plus

Bring the performance and security of SQL Server to Linux Key FeaturesDesign and administer your SQL Server solution on the open source Linux platformInstall, configure, and fine-tune your database application for maximum performanceAn easy-to-follow guide teaching you how to implement various SQL Server CTP 2.x offerings on Linux—from installation to administrationBook DescriptionMicrosoft's
... Leer más

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