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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

de 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 ... Leer más

$35.99 USD o gratis con 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
... Leer más
Intelligenza Artificiale in pratica

Diventare maestri nell'utilizzo dei modelli OpenAI

de Valentina Alto ...

L'Intelligenza Artificiale generativa ha trasformato le modalità di interazione con le macchine, consentendo ai computer di creare, prevedere e apprendere senza istruzioni esplicite. Questo manuale spiega il funzionamento della tecnologia per creare soluzioni personalizzate. Si parte con un'introduzione al mondo dell'AI generativa, mostrando come i modelli vengono addestrati per generare nuovi ... Leer más

$23.99 USD

L'Intelligenza Artificiale generativa ha trasformato le modalità di interazione con le macchine, consentendo ai computer di creare, prevedere e apprendere senza istruzioni esplicite. Questo manuale spiega il funzionamento della tecnologia per creare soluzioni personalizzate. Si parte con un'introduzione al mondo dell'AI generativa, mostrando come i modelli vengono addestrati per generare nuovi
... Leer más
Io, Umano

AI, automazione e il tentativo di recuperare quello che ci rende unici

de Tomas Chamorro-Premuzic ...

Non è un segreto, gli algoritmi stanno cambiando il nostro modo di vivere, lavorare, amare, divertirci. Le app di incontri usano l'intelligenza artificiale per selezionare partner potenziali, le aziende per predire i desideri e i comportamenti di acquisto, ma anche per valutare i candidati per una nuova posizione e decidere se assumere o meno. E ancora, nelle reti social operano bot basati su AI ... Leer más

$16.99 USD

Non è un segreto, gli algoritmi stanno cambiando il nostro modo di vivere, lavorare, amare, divertirci. Le app di incontri usano l'intelligenza artificiale per selezionare partner potenziali, le aziende per predire i desideri e i comportamenti di acquisto, ma anche per valutare i candidati per una nuova posizione e decidere se assumere o meno. E ancora, nelle reti social operano bot basati su AI
... Leer más
Measuring Research

What Everyone Needs to Know®

de Cassidy R. Sugimoto, Vincent Larivière ...

Series series What Everyone Needs To Know®
Policy makers, academic administrators, scholars, and members of the public are clamoring for indicators of the value and reach of research. The question of how to quantify the impact and importance of research and scholarly output, from the publication of books and journal articles to the indexing of citations and tweets, is a critical one in predicting innovation, and in deciding what sorts of ... Leer más

$10.49 USD

Policy makers, academic administrators, scholars, and members of the public are clamoring for indicators of the value and reach of research. The question of how to quantify the impact and importance of research and scholarly output, from the publication of books and journal articles to the indexing of citations and tweets, is a critical one in predicting innovation, and in deciding what sorts of
... Leer más
Big Data per il Business

Guida strategica per manager alle prese con la trasformazione digitale

de Andrea De Mauro ...

L’ingresso della Data Analytics in azienda è spesso accompagnato da reazioni contrastanti. Da una parte c’è ottimismo ed entusiasmo, dall'altra un senso generalizzato di inadeguatezza e anche un certo sospetto. In questo scenario, lo scoglio in cui può imbattersi chi si trova a prendere decisioni o indirizzare investimenti è la semplice domanda: “Da dove partiamo?”. Questo manuale propone un ... Leer más

$23.99 USD o gratis con Kobo Plus

L’ingresso della Data Analytics in azienda è spesso accompagnato da reazioni contrastanti. Da una parte c’è ottimismo ed entusiasmo, dall'altra un senso generalizzato di inadeguatezza e anche un certo sospetto. In questo scenario, lo scoglio in cui può imbattersi chi si trova a prendere decisioni o indirizzare investimenti è la semplice domanda: “Da dove partiamo?”. Questo manuale propone un
... Leer más
Advances in Imaging and Electron Physics

de Peter W. Hawkes ...

Series Libro 208 - Advances in Imaging and Electron Physics
Advances in Imaging and Electron Physics, Volume 208, merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science, digital image processing, ... Leer más

$220.49 USD

Advances in Imaging and Electron Physics, Volume 208, merges two long-running serials, Advances in Electronics and Electron Physics and Advances in Optical and Electron Microscopy. The series features extended articles on the physics of electron devices (especially semiconductor devices), particle optics at high and low energies, microlithography, image science, digital image processing,
... Leer más
Application Performance Management (APM) in the Digital Enterprise

Managing Applications for Cloud, Mobile, IoT and eBusiness

de Rick Sturm, Carol Pollard, Julie Craig ...

Application Performance Management (APM) in the Digital Enterprise enables IT professionals to be more successful in managing their company's applications. It explores the fundamentals of application management, examines how the latest technological trends impact application management, and provides best practices for responding to these changes. The recent surge in the use of containers as a way ... Leer más

$53.99 USD

Application Performance Management (APM) in the Digital Enterprise enables IT professionals to be more successful in managing their company's applications. It explores the fundamentals of application management, examines how the latest technological trends impact application management, and provides best practices for responding to these changes. The recent surge in the use of containers as a way
... Leer más
Knowledge Discovery in Big Data from Astronomy and Earth Observation

Astrogeoinformatics

Edición de Petr Skoda, Fathalrahman Adam ...

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common ... Leer más

$107.99 USD

Knowledge Discovery in Big Data from Astronomy and Earth Observation: Astrogeoinformatics bridges the gap between astronomy and geoscience in the context of applications, techniques and key principles of big data. Machine learning and parallel computing are increasingly becoming cross-disciplinary as the phenomena of Big Data is becoming common place. This book provides insight into the common
... Leer más
The Big Data-Driven Digital Economy: Artificial and Computational Intelligence

Edición de Abdalmuttaleb M. A. Musleh Al-Sartawi ...

Series series Intelligent Technologies and Robotics (R0)
This book shows digital economy has become one of the most sought out solutions to sustainable development and economic growth of nations. This book discusses the implications of both artificial intelligence and computational intelligence in the digital economy providing a holistic view on AI education, economics, finance, sustainability, ethics, governance, cybersecurity, blockchain, and ... Leer más

$188.99 USD

This book shows digital economy has become one of the most sought out solutions to sustainable development and economic growth of nations. This book discusses the implications of both artificial intelligence and computational intelligence in the digital economy providing a holistic view on AI education, economics, finance, sustainability, ethics, governance, cybersecurity, blockchain, and
... Leer más
Intelligence of Things: Technologies and Applications

The First International Conference on Intelligence of Things (ICIT 2022), Hanoi, Vietnam, August 17–19, 2022, Proceedings

Edición de Ngoc-Thanh Nguyen, Nhu-Ngoc Dao, Quang-Dung Pham, Hong Anh Le ...

Series series Springer Nature Proceedings excluding Computer Science
This book constitutes the refereed proceedings of the First Conference on Intelligence of Things (ICIT 2022), held in Hanoi, Vietnam, in August 2022. A total of 40 full papers in this book have been rigorously peer-reviewed and selected from over 100 submissions. The papers focused on the intelligence of things (AIoT) studies are organized in the following parts: theoretical intelligence analyses, ... Leer más

$143.99 USD

This book constitutes the refereed proceedings of the First Conference on Intelligence of Things (ICIT 2022), held in Hanoi, Vietnam, in August 2022. A total of 40 full papers in this book have been rigorously peer-reviewed and selected from over 100 submissions. The papers focused on the intelligence of things (AIoT) studies are organized in the following parts: theoretical intelligence analyses,
... Leer más
大数据技术和应用

de 陈建平、陈志德、席进爱 ...

这是一本大数据技术入门的简明教材。全书理论和实践相结合，以应用实战为主，深入浅出地讲解每个知识点，对每个应用实验按学习习惯，分步骤讲解，每个步骤都有文字说明和效果截图，使读者能清晰地知晓动手实操的效果和错误之处。全书分为9章，全面介绍了大数据技术的相关基础知识、HDFS和数据库、采集传输工具、挖掘分析算法、Spark计算框架、可视化、大数据安全、大数据应用等内容，着重介绍了HDFS分布式文件系统、NoSQL等各种数据库、数据仓库Hive，以及数据采集分析技术，并配套了详细的实验教程以及练习题。本书适合作为高等院校计算机、软件工程、大数据专业高职、本科生的教材，同时可供企业中从事大数据开发的工程师和科技工作者参考。 ... Leer más

$11.99 USD

这是一本大数据技术入门的简明教材。全书理论和实践相结合，以应用实战为主，深入浅出地讲解每个知识点，对每个应用实验按学习习惯，分步骤讲解，每个步骤都有文字说明和效果截图，使读者能清晰地知晓动手实操的效果和错误之处。全书分为9章，全面介绍了大数据技术的相关基础知识、HDFS和数据库、采集传输工具、挖掘分析算法、Spark计算框架、可视化、大数据安全、大数据应用等内容，着重介绍了HDFS分布式文件系统、NoSQL等各种数据库、数据仓库Hive，以及数据采集分析技术，并配套了详细的实验教程以及练习题。本书适合作为高等院校计算机、软件工程、大数据专业高职、本科生的教材，同时可供企业中从事大数据开发的工程师和科技工作者参考。
... Leer más
Big Data, Political Campaigning and the Law

Democracy and Privacy in the Age of Micro-Targeting

Edición de Normann Witzleb, Moira Paterson, Janice Richardson ...

In this multidisciplinary book, experts from around the globe examine how data-driven political campaigning works, what challenges it poses for personal privacy and democracy, and how emerging practices should be regulated.The rise of big data analytics in the political process has triggered official investigations in many countries around the world, and become the subject of broad and intense ... Leer más

$62.99 USD

In this multidisciplinary book, experts from around the globe examine how data-driven political campaigning works, what challenges it poses for personal privacy and democracy, and how emerging practices should be regulated.The rise of big data analytics in the political process has triggered official investigations in many countries around the world, and become the subject of broad and intense
... Leer más
Cyber-Physical Systems: Intelligent Models and Algorithms

Edición de Alla G. Kravets, Alexander A. Bolshakov, Maxim Shcherbakov ...

Series series Engineering (R0)
This book is devoted to intelligent models and algorithms as the core components of cyber-physical systems. The complexity of cyber-physical systems developing and deploying requires new approaches to its modelling and design. Presents results in the field of modelling technologies that leverage the exploitation of artificial intelligence, including artificial general intelligence (AGI) and weak ... Leer más

$152.99 USD

This book is devoted to intelligent models and algorithms as the core components of cyber-physical systems. The complexity of cyber-physical systems developing and deploying requires new approaches to its modelling and design. Presents results in the field of modelling technologies that leverage the exploitation of artificial intelligence, including artificial general intelligence (AGI) and weak
... Leer más
The 3rd International Conference on Artificial Intelligence and Computer Vision (AICV2023), March 5–7, 2023

Edición de Aboul Ella Hassanien, Abdelkrim Haqiq, Ahmad Taher Azar, KC Santosh, M. A. Jabbar, Adam Słowik, Parthasarathy Subashini ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents the proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision (AICV’2023) which will be held in Marrakesh, Morocco, during March 05–07, 2023. This international conference, which highlighted essential research and developments in the fields of artificial intelligence and computer visions, was organized by the computer, Networks, Mobility and ... Leer más

$287.99 USD

This book presents the proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision (AICV’2023) which will be held in Marrakesh, Morocco, during March 05–07, 2023. This international conference, which highlighted essential research and developments in the fields of artificial intelligence and computer visions, was organized by the computer, Networks, Mobility and
... Leer más
Engineering of Additive Manufacturing Features for Data-Driven Solutions

Sources, Techniques, Pipelines, and Applications

de Mutahar Safdar, Guy Lamouche, Padma Polash Paul, Gentry Wood, Yaoyao Fiona Zhao ...

Series series Engineering (R0)
This book is a comprehensive guide to the latest developments in data-driven additive manufacturing (AM). From data mining and pre-processing to signal processing, computer vision, and more, the book covers all the essential techniques for preparing AM data. Readers willl explore the key physical and synthetic sources of AM data throughout the life cycle of the process and learn about feature ... Leer más

$44.99 USD

This book is a comprehensive guide to the latest developments in data-driven additive manufacturing (AM). From data mining and pre-processing to signal processing, computer vision, and more, the book covers all the essential techniques for preparing AM data. Readers willl explore the key physical and synthetic sources of AM data throughout the life cycle of the process and learn about feature
... Leer más
Chiến Lược Dữ Liệu

de Bernard Marr ...

Dữ liệu đang thay đổi cách chúng ta sống và làm việc với tốc độ chưa từng có. Nó là tất cả dấu vết ta để lại khi lướt web, mua hàng qua thẻ tín dụng, gửi e-mail, chụp ảnh, đọc báo trực tuyến, thậm chí dạo phố khi mang theo điện thoại di động hoặc đi trong khu vực có hệ thống .Nhờ vào dữ liệu, nhà bán lẻ Target tại Mỹ đã dự đoán đúng một thiếu nữ đang mang thai dựa trên thói quen mua hàng của cô ấy ... Leer más

$6.72 USD o gratis con Kobo Plus

Dữ liệu đang thay đổi cách chúng ta sống và làm việc với tốc độ chưa từng có. Nó là tất cả dấu vết ta để lại khi lướt web, mua hàng qua thẻ tín dụng, gửi e-mail, chụp ảnh, đọc báo trực tuyến, thậm chí dạo phố khi mang theo điện thoại di động hoặc đi trong khu vực có hệ thống .Nhờ vào dữ liệu, nhà bán lẻ Target tại Mỹ đã dự đoán đúng một thiếu nữ đang mang thai dựa trên thói quen mua hàng của cô ấy
... Leer más
Data Analytics for Process Engineers

Prediction, Control and Optimization

de Daniela Galatro, Stephen Dawe ...

Series series Synthesis Collection of Technology (R0)
This book provides an industry-oriented data analytics approach for process engineers, including data acquisition methods and sources, exploratory data analysis and sensitivity analysis, data-based modelling for prediction, data-based modelling for monitoring and control, and data-based optimization of processes. While many of the current data analytics books target business-related problems, the ... Leer más

$40.99 USD

This book provides an industry-oriented data analytics approach for process engineers, including data acquisition methods and sources, exploratory data analysis and sensitivity analysis, data-based modelling for prediction, data-based modelling for monitoring and control, and data-based optimization of processes. While many of the current data analytics books target business-related problems, the
... Leer más
IoT and WSN Applications for Modern Agricultural Advancements: Emerging Research and Opportunities

Edición de Proshikshya Mukherjee, Prasant Kumar Pattnaik, Surya Narayan Panda ...

Currently, the demand by consumption of agricultural products may be predicted quantitatively; moreover, the variation of harvest and production by the change of a farm's cultivated area, weather change, disease, insect damage, etc. is a challenge that has led to improper control of the supply and demand of agricultural products. Advancements in IoT and wireless sensor networks in precision ... Leer más

$166.99 USD

Currently, the demand by consumption of agricultural products may be predicted quantitatively; moreover, the variation of harvest and production by the change of a farm's cultivated area, weather change, disease, insect damage, etc. is a challenge that has led to improper control of the supply and demand of agricultural products. Advancements in IoT and wireless sensor networks in precision
... Leer más
Cross-Disciplinary Models and Applications of Database Management: Advancing Approaches

Edición de Keng Siau ...

Within a given enterprise, database management involves the monitoring, administration, and maintenance of the databases, which constantly change with new technologies and new forms of data. Cross-Disciplinary Models and Applications of Database Management: Advancing Approaches is an updated look at the latest tools and technology within the burgeoning field of database management. Perfect for the ... Leer más

$166.99 USD

Within a given enterprise, database management involves the monitoring, administration, and maintenance of the databases, which constantly change with new technologies and new forms of data. Cross-Disciplinary Models and Applications of Database Management: Advancing Approaches is an updated look at the latest tools and technology within the burgeoning field of database management. Perfect for the
... Leer más
Data, Engineering and Applications

Select Proceedings of IDEA 2021

Edición de Sanjeev Sharma, Sheng-Lung Peng, Jitendra Agrawal, Rajesh K. Shukla, Dac-Nhuong Le ...

Series series Springer Nature Proceedings Computer Science
The book contains select proceedings of the 3rd International Conference on Data, Engineering, and Applications (IDEA 2021). It includes papers from experts in industry and academia that address state-of-the-art research in the areas of big data, data mining, machine learning, data science, and their associated learning systems and applications. This book will be a valuable reference guide for all ... Leer más

$143.99 USD

The book contains select proceedings of the 3rd International Conference on Data, Engineering, and Applications (IDEA 2021). It includes papers from experts in industry and academia that address state-of-the-art research in the areas of big data, data mining, machine learning, data science, and their associated learning systems and applications. This book will be a valuable reference guide for all
... Leer más
Financial Intelligence for IT Professionals

The Story of the Numbers

de Julie Bonner ...

There are many books written for the accounting and finance community. However, there are very few books written to help the non-financial career professionals who still need to understand the conceptual fundamentals of accounting and finance. In 20 years of teaching this material to non-financial professionals, Dr. Bonner has perfected a teaching approach that works to help the non-financial ... Leer más

$43.99 USD

There are many books written for the accounting and finance community. However, there are very few books written to help the non-financial career professionals who still need to understand the conceptual fundamentals of accounting and finance. In 20 years of teaching this material to non-financial professionals, Dr. Bonner has perfected a teaching approach that works to help the non-financial
... Leer más
Tablas dinámicas y Gráficas para Excel

de A. J. Wright ...

Este libro puede ser utilizado como un tutorial o una guía de referencia rápida. Está desarrollado para usuarios quienes se sienten confortables con las bases de Microsoft® Excel® y ahora están listos para aprovechar esta habilidad mediante el aprendizaje de tablas dinámicas y gráficos.Este libro asume que ya sabes como crear, abrir, salvar y modificar hojas de Excel® y que estás familiarizado de ... Leer más

$9.99 USD

Este libro puede ser utilizado como un tutorial o una guía de referencia rápida. Está desarrollado para usuarios quienes se sienten confortables con las bases de Microsoft® Excel® y ahora están listos para aprovechar esta habilidad mediante el aprendizaje de tablas dinámicas y gráficos.Este libro asume que ya sabes como crear, abrir, salvar y modificar hojas de Excel® y que estás familiarizado de
... Leer más
How to Find a Needle in a Haystack

From the Insider Threat to Solo Perpetrators

de Yair Neuman ...

Searching for a needle in a haystack is an important task in several contexts of data analysis and decision-making. Examples include identifying the insider threat within an organization, the prediction of failure in industrial production, or pinpointing the unique signature of a solo perpetrator, such as a school shooter or a lone wolf terrorist. It is a challenge different from that of ... Leer más

$28.99 USD

Searching for a needle in a haystack is an important task in several contexts of data analysis and decision-making. Examples include identifying the insider threat within an organization, the prediction of failure in industrial production, or pinpointing the unique signature of a solo perpetrator, such as a school shooter or a lone wolf terrorist. It is a challenge different from that of
... Leer más
Digital and Information Technologies in Economics and Management

Proceedings of the International Scientific and Practical Conference "Digital and Information Technologies in Economics and Management" (DITEM2023)

Edición de Arthur Gibadullin ...

Series series Springer Nature Proceedings excluding Computer Science
This book covers the III International Scientific and Practical Conference "Digital and Information Technologies in Economics and Management" (DITEM2023) which was held on November 21–23, 2023.The conference addressed issues of networks and systems related to the use of information technologies in economics and management of various sectors. A distinctive feature of the conference is that it ... Leer más

$188.99 USD

This book covers the III International Scientific and Practical Conference "Digital and Information Technologies in Economics and Management" (DITEM2023) which was held on November 21–23, 2023.The conference addressed issues of networks and systems related to the use of information technologies in economics and management of various sectors. A distinctive feature of the conference is that it
... Leer más

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