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Machine Learning for Imbalanced Data

Tackle imbalanced datasets using machine learning and deep learning techniques

de Kumar Abhishek, Dr. Mounir Abdelaziz ...

Take your machine learning expertise to the next level with this essential guide, utilizing libraries like imbalanced-learn, PyTorch, scikit-learn, pandas, and NumPy to maximize model performance and tackle imbalanced dataKey FeaturesUnderstand how to use modern machine learning frameworks with detailed explanations, illustrations, and code samplesLearn cutting-edge deep learning techniques to ... Leer más

$37.99 USD o gratis con Kobo Plus

Take your machine learning expertise to the next level with this essential guide, utilizing libraries like imbalanced-learn, PyTorch, scikit-learn, pandas, and NumPy to maximize model performance and tackle imbalanced dataKey FeaturesUnderstand how to use modern machine learning frameworks with detailed explanations, illustrations, and code samplesLearn cutting-edge deep learning techniques to
... Leer más
Advanced Information Networking and Applications

Proceedings of the 38th International Conference on Advanced Information Networking and Applications (AINA-2024), Volume 5

Edición de Leonard Barolli ...

Series series Springer Nature Proceedings excluding Computer Science
This book covers the theory, design and applications of computer networks, distributed computing and information systems. Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low-power wireless communications along with silicon integration of ... Leer más

$260.99 USD

This book covers the theory, design and applications of computer networks, distributed computing and information systems. Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low-power wireless communications along with silicon integration of
... Leer más
Advanced Information Networking and Applications

Proceedings of the 37th International Conference on Advanced Information Networking and Applications (AINA-2023), Volume 3

Edición de Leonard Barolli ...

Series series Springer Nature Proceedings excluding Computer Science
Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important ... Leer más

$260.99 USD

Networks of today are going through a rapid evolution and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations are emerging as a critically important
... Leer más
Advances in Data Science and Computing Technology

Methodology and Applications

Edición de Suman Ghosal, Amitava Choudhury, Vikram Kumar Saxena, Arindam Biswas, Prasenjit Chatterjee ...

This volume helps to address the genuine 21st century need for advances in data science and computing technology. It provides an abundance of new research and studies on progressive and innovative technologies, including artificial intelligence, communication systems, cyber security applications, data analytics, Internet of Things (IoT), machine learning, power systems, VLSI, embedded systems, and ... Leer más

$189.99 USD

This volume helps to address the genuine 21st century need for advances in data science and computing technology. It provides an abundance of new research and studies on progressive and innovative technologies, including artificial intelligence, communication systems, cyber security applications, data analytics, Internet of Things (IoT), machine learning, power systems, VLSI, embedded systems, and
... Leer más
Getting Started with Oracle Event Processing 11g

de Alexandre Alves ...

This getting started book will use practical chapters which follow logical and progressively more complex tasks and examples, which will impart the skills of how to use Oracle Complex Event Processing to the reader. This book is aimed at both those with some knowledge of java and SQL database experience, but it is also written so that if you are completely new to this topic you will understand ... Leer más

$27.99 USD o gratis con Kobo Plus

This getting started book will use practical chapters which follow logical and progressively more complex tasks and examples, which will impart the skills of how to use Oracle Complex Event Processing to the reader. This book is aimed at both those with some knowledge of java and SQL database experience, but it is also written so that if you are completely new to this topic you will understand
... Leer más
Trends in Haptics and Virtual Reality

Proceedings of 2024 2nd International Conference on Haptics and Virtual Reality

Edición de Mounîm A. El Yacoubi ...

Series series Springer Nature Proceedings excluding Computer Science
This book encompasses the collective wisdom and groundbreaking insights shared on 2024 2nd International Conference on Haptics and Virtual Reality (ICHVR 2024). It delves into the intricate field of Haptics and Virtual Reality, providing novel insights and profound discussions on its fundamental principles and application. It is tailored for researchers, engineers, and practitioners deeply ... Leer más

$224.99 USD

This book encompasses the collective wisdom and groundbreaking insights shared on 2024 2nd International Conference on Haptics and Virtual Reality (ICHVR 2024). It delves into the intricate field of Haptics and Virtual Reality, providing novel insights and profound discussions on its fundamental principles and application. It is tailored for researchers, engineers, and practitioners deeply
... Leer más
Advances on Intelligent Computing and Data Science II

Proceedings of the 4th International Conference of Advanced Computing and Informatics (ICACIN 2024), Volume 2

Edición de Faisal Saeed, Fathey Mohammed, Errais Mohammed, Shadi Basurra, Mohammed Al-Sarem ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the proceedings of the 4th International Conference on Advanced Computing and Informatics (ICACIn’24). The conference, held on December 16–17, 2024, at STEAMhouse, Birmingham City University (UK), with a parallel session at Hassan II University (Morocco), attracted submissions by researchers in 20 countries. Out of 91 submissions, 46 high-quality papers were selected, presenting ... Leer más

$197.99 USD

This book presents the proceedings of the 4th International Conference on Advanced Computing and Informatics (ICACIn’24). The conference, held on December 16–17, 2024, at STEAMhouse, Birmingham City University (UK), with a parallel session at Hassan II University (Morocco), attracted submissions by researchers in 20 countries. Out of 91 submissions, 46 high-quality papers were selected, presenting
... Leer más
大数据与人工智能导论

de 姚海鹏, 王露瑶, 刘韵洁 ...

本书主要涉及数据工程与人工智能算法原理、大数据平台技术、人工智能算法在大数据平台上的实现等，共7章。第1章介绍大数据与人工智能的历史、应用；第2章介绍数据工程；第3章介绍大数据平台；第4章介绍人工智能基础算法的原理；第5章以第4章为基础，介绍深度学习相关内容；第6章介绍当前热门的强化学习技术；第7章为数据分析与深度学习项目实践。 ... Leer más

$24.99 USD

本书主要涉及数据工程与人工智能算法原理、大数据平台技术、人工智能算法在大数据平台上的实现等，共7章。第1章介绍大数据与人工智能的历史、应用；第2章介绍数据工程；第3章介绍大数据平台；第4章介绍人工智能基础算法的原理；第5章以第4章为基础，介绍深度学习相关内容；第6章介绍当前热门的强化学习技术；第7章为数据分析与深度学习项目实践。
... Leer más
Theory Of Knowledge: Structures And Processes

de Mark Burgin ...

Series Libro 5 - World Scientific Series In Information Studies
This book aims to synthesize different directions in knowledge studies into a unified theory of knowledge and knowledge processes. It explicates important relations between knowledge and information. It provides the readers with understanding of the essence and structure of knowledge, explicating operations and process that are based on knowledge and vital for society.The book also highlights how ... Leer más

$142.99 USD

This book aims to synthesize different directions in knowledge studies into a unified theory of knowledge and knowledge processes. It explicates important relations between knowledge and information. It provides the readers with understanding of the essence and structure of knowledge, explicating operations and process that are based on knowledge and vital for society.The book also highlights how
... Leer más
Microsoft Excel VBA Codes Are Fun, Simple, and Easy to Learn In One Hour or Less: VBA for Students, Parents, and Professionals (First Edition)

de Kenny L Keys ...

This book is the first of three books to come in a series that is dedicated to making VBA in Microsoft Excel less scary for regular, everyday people. I’m committed to providing tutorials in a way that will allow my books to be as easily understood as watching a cartoon on your television screen; this is why pictorial examples dominates this book; the images will follow me step by step in the ... Leer más

$5.00 USD

This book is the first of three books to come in a series that is dedicated to making VBA in Microsoft Excel less scary for regular, everyday people. I’m committed to providing tutorials in a way that will allow my books to be as easily understood as watching a cartoon on your television screen; this is why pictorial examples dominates this book; the images will follow me step by step in the
... Leer más
AWS Cloud Practitioner Exam Guide

Guide To Pass AWS Certified Cloud Practitioner Exam In First Attempt | Questions With Answers And Detailed Explanations That You Can Learn In A Week

de Nikolai Day ...

You've come to the correct place if you're already studying for the AWS Cloud Practitioner certification and looking for some great book to help you prepare.Here's how this popular exam prep tool will shortcut your study time:ALWAYS UP TO DATE: These practice questions reflect the latest exam blueprint and are regularly updated - based on recent student feedback from the real exam.GAIN THE EDGE ON ... Leer más

$5.99 USD o gratis con Kobo Plus

You've come to the correct place if you're already studying for the AWS Cloud Practitioner certification and looking for some great book to help you prepare.Here's how this popular exam prep tool will shortcut your study time:ALWAYS UP TO DATE: These practice questions reflect the latest exam blueprint and are regularly updated - based on recent student feedback from the real exam.GAIN THE EDGE ON
... Leer más
Getting Started with Julia

de Ivo Balbaert ...

About This BookWork with Julia in a multi-core, distributed, and networked environmentLearn the techniques to create blazingly fast programs with JuliaThe book walks you through various practical examples to get to grips with JuliaWho This Book Is ForThis book is for you if you are a data scientist or working on any technical or scientific computation projects. The book assumes you have a basic ... Leer más

$24.99 USD o gratis con Kobo Plus

About This BookWork with Julia in a multi-core, distributed, and networked environmentLearn the techniques to create blazingly fast programs with JuliaThe book walks you through various practical examples to get to grips with JuliaWho This Book Is ForThis book is for you if you are a data scientist or working on any technical or scientific computation projects. The book assumes you have a basic
... Leer más
Modern Trends in Controlled Stochastic Processes:

Theory and Applications, V.III

Edición de Alexey Piunovskiy, Yi Zhang ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents state-of-the-art solution methods and applications of stochastic optimal control. It is a collection of extended papers discussed at the traditional Liverpool workshop on controlled stochastic processes with participants from both the east and the west. New problems are formulated, and progresses of ongoing research are reported.Topics covered in this book include theoretical ... Leer más

$188.99 USD

This book presents state-of-the-art solution methods and applications of stochastic optimal control. It is a collection of extended papers discussed at the traditional Liverpool workshop on controlled stochastic processes with participants from both the east and the west. New problems are formulated, and progresses of ongoing research are reported.Topics covered in this book include theoretical
... Leer más
Efficient R Programming

A Practical Guide to Smarter Programming

de Colin Gillespie, Robin Lovelace ...

There are many excellent R resources for visualization, data science, and package development. Hundreds of scattered vignettes, web pages, and forums explain how to use R in particular domains. But little has been written on how to simply make R work effectively—until now. This hands-on book teaches novices and experienced R users how to write efficient R code.Drawing on years of experience ... Leer más

$24.99 USD

There are many excellent R resources for visualization, data science, and package development. Hundreds of scattered vignettes, web pages, and forums explain how to use R in particular domains. But little has been written on how to simply make R work effectively—until now. This hands-on book teaches novices and experienced R users how to write efficient R code.Drawing on years of experience
... Leer más
Artificial Intelligence in Education: The Intersection of Technology and Pedagogy

Edición de Peter Ilic, Imogen Casebourne, Rupert Wegerif ...

Series series Intelligent Technologies and Robotics (R0)
This book offers a multidisciplinary perspective on the ways in which the careful integration of AI might enhance learning outcomes. By inviting dialogue between engineering (what is possible) and pedagogy (what might be desirable), the book offers a holistic view of AI's potential for education. Offering both case studies of practical implementation and pedagogically informed frameworks, it ... Leer más

$179.99 USD

This book offers a multidisciplinary perspective on the ways in which the careful integration of AI might enhance learning outcomes. By inviting dialogue between engineering (what is possible) and pedagogy (what might be desirable), the book offers a holistic view of AI's potential for education. Offering both case studies of practical implementation and pedagogically informed frameworks, it
... Leer más
左手Excel右手Tableau数据分析可视化入门案例视频精讲

de 韩小良 ...

对于非数据分析专业人士来说，他们需要有一款能够快速上手、灵活做数据分析可视化的工具，Tableau 无疑是一个不错的选择。本书基于大量来自企业一线的实际案例，结合 103 节共 249 分钟详细操作视频，让读者系统地学习和掌握 Tableau 各种图表的技能和技巧，只需会拖曳，就能迅速得到需要的数据分析仪表板。左手Excel 数据，右手Tableau 可视化仪表板，让数据分析更加自动化。本书适合企业相关管理人员和数据分析人员阅读，也可以供大中专院校数据分析专业的学生阅读。 ... Leer más

$18.99 USD

对于非数据分析专业人士来说，他们需要有一款能够快速上手、灵活做数据分析可视化的工具，Tableau 无疑是一个不错的选择。本书基于大量来自企业一线的实际案例，结合 103 节共 249 分钟详细操作视频，让读者系统地学习和掌握 Tableau 各种图表的技能和技巧，只需会拖曳，就能迅速得到需要的数据分析仪表板。左手Excel 数据，右手Tableau 可视化仪表板，让数据分析更加自动化。本书适合企业相关管理人员和数据分析人员阅读，也可以供大中专院校数据分析专业的学生阅读。
... Leer más
Networking Data Integrity and Manipulation in Cyber-Physical and Communication Systems

Edición de Rolando Herrero ...

Series series Intelligent Technologies and Robotics (R0)
This book offers a global perspective on the latest developments in data integrity and manipulation within cyber-physical and communication systems, with a focus on analytics and networking. It examines real-time data management and communication, emphasizing the temporal and spatial nature of data for effective sensing and actuation. It presents the latest developments in the technologies that ... Leer más

$179.99 USD

This book offers a global perspective on the latest developments in data integrity and manipulation within cyber-physical and communication systems, with a focus on analytics and networking. It examines real-time data management and communication, emphasizing the temporal and spatial nature of data for effective sensing and actuation. It presents the latest developments in the technologies that
... Leer más
Big Data Analytics with SAS

Get actionable insights from your Big Data using the power of SAS

de David Pope, Subhashini S Tripathi ...

Leverage the capabilities of SAS to process and analyze Big DataKey Features\[\*\]Combine SAS with platforms such as Hadoop, SAP HANA, and Cloud Foundry-based platforms for effecient Big Data analytics\[\*\]Learn how to use the web browser-based SAS Studio and iPython Jupyter Notebook interfaces with SAS\[\*\]Practical, real-world examples on predictive modeling, forecasting, optimizing and ... Leer más

$37.99 USD o gratis con Kobo Plus

Leverage the capabilities of SAS to process and analyze Big DataKey Features\[\*\]Combine SAS with platforms such as Hadoop, SAP HANA, and Cloud Foundry-based platforms for effecient Big Data analytics\[\*\]Learn how to use the web browser-based SAS Studio and iPython Jupyter Notebook interfaces with SAS\[\*\]Practical, real-world examples on predictive modeling, forecasting, optimizing and
... Leer más
Matching Automata

A Degenerated Design

de Yoshiteru Ishida ...

Series series Intelligent Technologies and Robotics (R0)
What does the future of AI hold—a supportive partner or a rival with its own illusion of self? This book explores this critical question by introducing degenerated design, a groundbreaking framework for creating resilient, adaptive systems inspired by natural processes like immunity and collective intelligence. Rejecting traditional optimization-focused AI paradigms, this approach embraces ... Leer más

$161.99 USD

What does the future of AI hold—a supportive partner or a rival with its own illusion of self? This book explores this critical question by introducing degenerated design, a groundbreaking framework for creating resilient, adaptive systems inspired by natural processes like immunity and collective intelligence. Rejecting traditional optimization-focused AI paradigms, this approach embraces
... Leer más
Journey to Become a Google Cloud Machine Learning Engineer

Build the mind and hand of a Google Certified ML professional

de Dr. Logan Song ...

Prepare for the GCP ML certification exam along with exploring cloud computing and machine learning concepts and gaining Google Cloud ML skillsKey FeaturesA comprehensive yet easy-to-follow Google Cloud machine learning study guideExplore full-spectrum and step-by-step practice examples to develop hands-on skillsRead through and learn from in-depth discussions of Google ML certification exam ... Leer más

$40.99 USD o gratis con Kobo Plus

Prepare for the GCP ML certification exam along with exploring cloud computing and machine learning concepts and gaining Google Cloud ML skillsKey FeaturesA comprehensive yet easy-to-follow Google Cloud machine learning study guideExplore full-spectrum and step-by-step practice examples to develop hands-on skillsRead through and learn from in-depth discussions of Google ML certification exam
... Leer más
Data Ingestion with Python Cookbook

A practical guide to ingesting, monitoring, and identifying errors in the data ingestion process

de Gláucia Esppenchutz ...

Deploy your data ingestion pipeline, orchestrate, and monitor efficiently to prevent loss of data and qualityKey FeaturesHarness best practices to create a Python and PySpark data ingestion pipelineSeamlessly automate and orchestrate your data pipelines using Apache AirflowBuild a monitoring framework by integrating the concept of data observability into your pipelinesBook DescriptionData ... Leer más

$30.99 USD o gratis con Kobo Plus

Deploy your data ingestion pipeline, orchestrate, and monitor efficiently to prevent loss of data and qualityKey FeaturesHarness best practices to create a Python and PySpark data ingestion pipelineSeamlessly automate and orchestrate your data pipelines using Apache AirflowBuild a monitoring framework by integrating the concept of data observability into your pipelinesBook DescriptionData
... Leer más
Trustworthy AI Systems

Engineering Secure, Scalable, and Responsible Intelligence for Real Applications

Edición de Vaishnavi Gudur, Bishwajeet Pandey, Advait Patel ...

Series series Engineering (R0)
This book bridges the gap between leading-edge AI innovation and real deployment, by offering a practical guide to engineering secure, scalable, and responsible AI. The authors describe a unified framework that merges engineering principles with ethical design, cybersecurity, explainability, and policy alignment. Through expert insights, case studies, and technical guidance, the book empowers ... Leer más

$116.99 USD

This book bridges the gap between leading-edge AI innovation and real deployment, by offering a practical guide to engineering secure, scalable, and responsible AI. The authors describe a unified framework that merges engineering principles with ethical design, cybersecurity, explainability, and policy alignment. Through expert insights, case studies, and technical guidance, the book empowers
... Leer más
R编程学习指南

Chinese Edition

de Posts & Telecom Press, Kun Ren ...

高效数据分析师实用指南Key Features通过简单且实践性强的方式，让读者逐步建立对R语言的理解通过实际操作实例，让读者亲身体验强大的R工具，并总结R的使用方法Book DescriptionR 是一个开源、跨平台的科学计算和统计分析软件包，它提供了丰富多样的统计功能和强大的数据分析功能。随着数据科学的快速发展，R已经成为数据分析领域非常流行的语言。本书通过15章内容，向读者全面讲解了R的基础知识和编程技巧。本书不仅介绍了R的安装、基本对象、工作空间管理、基本表达式、基本对象操作、字符串的使用等基础内容，还对数据处理、R的内部机制、元编程、面向对象编程、数据库操作、数据操作进行了讲解，同时也涉及高性能计算、网页爬虫和效率提升等重要主题。本书面向数据领域的从业人员，尤其适合想要通过学习R编程及相关工具提升数据处理效率的读者阅读，也适合计算机或统计相关专业的学生参考使用。通过阅读本书 ... Leer más

$35.99 USD o gratis con Kobo Plus

高效数据分析师实用指南Key Features通过简单且实践性强的方式，让读者逐步建立对R语言的理解通过实际操作实例，让读者亲身体验强大的R工具，并总结R的使用方法Book DescriptionR 是一个开源、跨平台的科学计算和统计分析软件包，它提供了丰富多样的统计功能和强大的数据分析功能。随着数据科学的快速发展，R已经成为数据分析领域非常流行的语言。本书通过15章内容，向读者全面讲解了R的基础知识和编程技巧。本书不仅介绍了R的安装、基本对象、工作空间管理、基本表达式、基本对象操作、字符串的使用等基础内容，还对数据处理、R的内部机制、元编程、面向对象编程、数据库操作、数据操作进行了讲解，同时也涉及高性能计算、网页爬虫和效率提升等重要主题。本书面向数据领域的从业人员，尤其适合想要通过学习R编程及相关工具提升数据处理效率的读者阅读，也适合计算机或统计相关专业的学生参考使用。通过阅读本书
... Leer más
How To Code For Quantum Computers

de Nivio Dos Santos ...

As quantum computing rapidly evolves, professionals and tech enthusiasts are seeking ways to stay ahead of the curve. Traditional programming knowledge isn't enough, and understanding quantum computing concepts is becoming essential for future tech leaders. However, many find learning quantum computing intimidating due to its complexity, lack of clear resources, and steep learning curve. Existing ... Leer más

$45.99 USD o gratis con Kobo Plus

As quantum computing rapidly evolves, professionals and tech enthusiasts are seeking ways to stay ahead of the curve. Traditional programming knowledge isn't enough, and understanding quantum computing concepts is becoming essential for future tech leaders. However, many find learning quantum computing intimidating due to its complexity, lack of clear resources, and steep learning curve. Existing
... Leer más

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