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The Data Wrangling Workshop

Create your own actionable insights using data from multiple raw sources

by Brian Lipp, Shubhadeep Roychowdhury, Dr. Tirthajyoti Sarkar, John Wesley Doyle, Harshil Jain, Robert Thas John, Akshay Khare, Nagendra Nagaraj, Samik Sen, Dr. Vlad Sebastian Ionescu ...

A beginner's guide to simplifying Extract, Transform, Load (ETL) processes with the help of hands-on tips, tricks, and best practices, in a fun and interactive wayKey FeaturesExplore data wrangling with the help of real-world examples and business use casesStudy various ways to extract the most value from your data in minimal timeBoost your knowledge with bonus topics, such as random data ... Read more

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A beginner's guide to simplifying Extract, Transform, Load (ETL) processes with the help of hands-on tips, tricks, and best practices, in a fun and interactive wayKey FeaturesExplore data wrangling with the help of real-world examples and business use casesStudy various ways to extract the most value from your data in minimal timeBoost your knowledge with bonus topics, such as random data
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Flow Modelling and Control in Pipeline Systems

A Formal Systematic Approach

by Sina Razvarz, Raheleh Jafari, Alexander Gegov ...

Series series Engineering (R0)
This book introduces novel methods for leak and blockage detection in pipelines. The leak happens as a result of ageing pipelines or extreme pressure forced by operational error or valve rapid variation. Many factors influence blockage formation in pipes like wax deposition that leads to the formation and eventual growth of solid layers and deposition of suspended solid particles in the fluids. In ... Read more

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This book introduces novel methods for leak and blockage detection in pipelines. The leak happens as a result of ageing pipelines or extreme pressure forced by operational error or valve rapid variation. Many factors influence blockage formation in pipes like wax deposition that leads to the formation and eventual growth of solid layers and deposition of suspended solid particles in the fluids. In
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Implementing Analytics

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by Nauman Sheikh ...

Series series The Morgan Kaufmann Series on Business Intelligence
Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi ... Read more

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Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, making it possible for widespread adoption across all functions of an organization. Implementing Analytics simplifies and helps democratize a very specialized discipline to foster business efficiency and innovation without investing in multi
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Regression Analysis with Python

Discover everything you need to know about the art of regression analysis with Python, and change how you view data

by Luca Massaron, Alberto Boschetti ...

Learn the art of regression analysis with PythonKey Features\[\*\] Become competent at implementing regression analysis in Python\[\*\] Solve some of the complex data science problems related to predicting outcomes\[\*\] Get to grips with various types of regression for effective data analysisBook DescriptionRegression is the process of learning relationships between inputs and continuous outputs ... Read more

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Learn the art of regression analysis with PythonKey Features\[\*\] Become competent at implementing regression analysis in Python\[\*\] Solve some of the complex data science problems related to predicting outcomes\[\*\] Get to grips with various types of regression for effective data analysisBook DescriptionRegression is the process of learning relationships between inputs and continuous outputs
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Computer Vision and Edge Computing Technologies for the Drone Industry

Edited by Imdad Ali Shah, Noor Zaman Jhanjhi ...

Computer vision powers critical functions like object detection, classification, and tracking while the drone is airborne. Without computer vision, drones would be unable to autonomously recognize and respond to features like buildings, trees, and diverse terrains. Advances in computer vision enable drones to effectively perform surveillance and security tasks. They analyze visual data to identify ... Read more

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Computer vision powers critical functions like object detection, classification, and tracking while the drone is airborne. Without computer vision, drones would be unable to autonomously recognize and respond to features like buildings, trees, and diverse terrains. Advances in computer vision enable drones to effectively perform surveillance and security tasks. They analyze visual data to identify
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Deep Learning Techniques and Optimization Strategies in Big Data Analytics

Edited by J. Joshua Thomas, Pinar Karagoz, B. Bazeer Ahamed, Pandian Vasant ...

Many approaches have sprouted from artificial intelligence (AI) and produced major breakthroughs in the computer science and engineering industries. Deep learning is a method that is transforming the world of data and analytics. Optimization of this new approach is still unclear, however, and there’s a need for research on the various applications and techniques of deep learning in the field of ... Read more

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Many approaches have sprouted from artificial intelligence (AI) and produced major breakthroughs in the computer science and engineering industries. Deep learning is a method that is transforming the world of data and analytics. Optimization of this new approach is still unclear, however, and there’s a need for research on the various applications and techniques of deep learning in the field of
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Intelligent Decision Technologies

Proceedings of the 15th KES-IDT 2023 Conference

Edited by Ireneusz Czarnowski, R.J. Howlett, Lakhmi C. Jain ...

Series series Springer Nature Proceedings excluding Computer Science
This book gathers selected papers from the KES-IDT 2023 Conference, held in Rome, Italy, on June 14–16, 2023. The book presents and discusses the latest research results and generates new ideas in the field of intelligent decision-making. The range of topics discussed is classification, prediction, data analysis, big data, data science, decision support, knowledge engineering and modeling in ... Read more

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This book gathers selected papers from the KES-IDT 2023 Conference, held in Rome, Italy, on June 14–16, 2023. The book presents and discusses the latest research results and generates new ideas in the field of intelligent decision-making. The range of topics discussed is classification, prediction, data analysis, big data, data science, decision support, knowledge engineering and modeling in
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Beyond Intelligence: Exploring the Boundaries of Human and Machine Minds

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Building Data Streaming Applications with Apache Kafka

Design, develop and streamline applications using Apache Kafka, Storm, Heron and Spark

by Manish Kumar, Chanchal Singh, Manisha Sethi, Anshul Joshi ...

Design and administer fast, reliable enterprise messaging systems with Apache KafkaKey Features\[\*\]Build efficient real-time streaming applications in Apache Kafka to process data streams of data\[\*\]Master the core Kafka APIs to set up Apache Kafka clusters and start writing message producers and consumers\[\*\]A comprehensive guide to help you get a solid grasp of the Apache Kafka concepts in ... Read more

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Design and administer fast, reliable enterprise messaging systems with Apache KafkaKey Features\[\*\]Build efficient real-time streaming applications in Apache Kafka to process data streams of data\[\*\]Master the core Kafka APIs to set up Apache Kafka clusters and start writing message producers and consumers\[\*\]A comprehensive guide to help you get a solid grasp of the Apache Kafka concepts in
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In-Memory Analytics with Apache Arrow

Accelerate data analytics for efficient processing of flat and hierarchical data structures

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Harness the power of Apache Arrow to optimize tabular data processing and develop robust, high-performance data systems with its standardized, language-independent columnar memory formatKey FeaturesExplore Apache Arrow's data types and integration with pandas, Polars, and ParquetWork with Arrow libraries such as Flight SQL, Acero compute engine, and Dataset APIs for tabular dataEnhance and ... Read more

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Digital Technologies and Applications

Proceedings of ICDTA'24, Benguerir, Morocco, Volume 2

Edited by Saad Motahhir, Badre Bossoufi ...

Series series Springer Nature Proceedings excluding Computer Science
This book presents volume 2 of selected research papers presented at the fourth International Conference on Digital Technologies and Applications (ICDTA’24). Highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of Things, embedded systems, chatbot, network technology, digital transformation and their applications in several areas as Industry 4.0, ... Read more

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This book presents volume 2 of selected research papers presented at the fourth International Conference on Digital Technologies and Applications (ICDTA’24). Highlighting the latest innovations in digital technologies as: artificial intelligence, Internet of Things, embedded systems, chatbot, network technology, digital transformation and their applications in several areas as Industry 4.0,
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Partial Least Squares Structural Equation Modeling and Complementary Methods in Business Research

by XinYing Chew, Abbas Gatea Atiyah, Alhamzah Alnoor, Sammar Abbas, Yousif Raad Muhsen, Gül Erkol Bayram ...

Series series Intelligent Technologies and Robotics (R0)
This book offers a practical and accessible guide to Partial Least Squares Structural Equation Modeling (PLS-SEM) in business research, while addressing its limitations by integrating complementary methods such as artificial neural networks (ANN), fuzzy-set qualitative comparative analysis (fsQCA), and multi-criteria decision-making (MCDM). It supports early-career researchers, postgraduate ... Read more

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This book offers a practical and accessible guide to Partial Least Squares Structural Equation Modeling (PLS-SEM) in business research, while addressing its limitations by integrating complementary methods such as artificial neural networks (ANN), fuzzy-set qualitative comparative analysis (fsQCA), and multi-criteria decision-making (MCDM). It supports early-career researchers, postgraduate
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The Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success

Edited by Allam Hamdan, Aboul Ella Hassanien, Anjum Razzaque, Bahaaeddin Alareeni ...

Series series Intelligent Technologies and Robotics (R0)
This book focuses on the implementation of AI for growing business, and the book includes research articles and expository papers on the applications of AI on decision-making, health care, smart universities, public sector and digital government, FinTech, and RegTech. Artificial Intelligence (AI) is a vital and a fundamental driver for the Fourth Industrial Revolution (FIR). Its influence is ... Read more

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This book focuses on the implementation of AI for growing business, and the book includes research articles and expository papers on the applications of AI on decision-making, health care, smart universities, public sector and digital government, FinTech, and RegTech. Artificial Intelligence (AI) is a vital and a fundamental driver for the Fourth Industrial Revolution (FIR). Its influence is
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Advancing into Analytics

by George Mount ...

Data analytics may seem daunting, but if you're an experienced Excel user, you have a unique head start. With this hands-on guide, intermediate Excel users will gain a solid understanding of analytics and the data stack. By the time you complete this book, you'll be able to conduct exploratory data analysis and hypothesis testing using a programming language.Exploring and testing relationships are ... Read more

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Data analytics may seem daunting, but if you're an experienced Excel user, you have a unique head start. With this hands-on guide, intermediate Excel users will gain a solid understanding of analytics and the data stack. By the time you complete this book, you'll be able to conduct exploratory data analysis and hypothesis testing using a programming language.Exploring and testing relationships are
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Learn Algorithmic Trading

Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis

by Sebastien Donadio, Sourav Ghosh ...

Understand the fundamentals of algorithmic trading to apply algorithms to real market data and analyze the results of real-world trading strategiesKey FeaturesUnderstand the power of algorithmic trading in financial markets with real-world examplesGet up and running with the algorithms used to carry out algorithmic tradingLearn to build your own algorithmic trading robots which require no human ... Read more

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Understand the fundamentals of algorithmic trading to apply algorithms to real market data and analyze the results of real-world trading strategiesKey FeaturesUnderstand the power of algorithmic trading in financial markets with real-world examplesGet up and running with the algorithms used to carry out algorithmic tradingLearn to build your own algorithmic trading robots which require no human
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My View of the Data World

Fresh Perspectives for Driving Strategic Transformation

by Elizabeth A Henderson ...

“If you’re looking for a guide to help your organization stop spinning and start solving, moving beyond analytics theatre toward outcomes that matter, this book will serve you well. You should read it not just as a checklist, but as a mindset" - The Data of Big Data, Bill Schmarzo,Organizations are investing historic sums in cloud platforms, analytics tools, and AI infrastructure, yet the majority ... Read more

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“If you’re looking for a guide to help your organization stop spinning and start solving, moving beyond analytics theatre toward outcomes that matter, this book will serve you well. You should read it not just as a checklist, but as a mindset" - The Data of Big Data, Bill Schmarzo,Organizations are investing historic sums in cloud platforms, analytics tools, and AI infrastructure, yet the majority
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大数据与人工智能导论

by 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。 ... Read more

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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。
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Smart Sensor Networks

Analytics, Sharing and Control

Edited by Umang Singh, Ajith Abraham, Arturas Kaklauskas, Tzung-Pei Hong ...

Series series Intelligent Technologies and Robotics (R0)
This book provides IT professionals, educators, researchers, and students a compendium of knowledge on smart sensors and devices, types of sensors, data analysis and monitoring with the help of smart sensors, decision making, impact of machine learning algorithms, and artificial intelligence-related methodologies for data analysis and understanding of smart applications in networks.Smart sensor ... Read more

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This book provides IT professionals, educators, researchers, and students a compendium of knowledge on smart sensors and devices, types of sensors, data analysis and monitoring with the help of smart sensors, decision making, impact of machine learning algorithms, and artificial intelligence-related methodologies for data analysis and understanding of smart applications in networks.Smart sensor
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Google Cloud AI Services Quick Start Guide

Build intelligent applications with Google Cloud AI services

by Arvind Ravulavaru ...

Leverage the power of various Google Cloud AI Services by building a smart web application using MEAN StackKey FeaturesStart working with the Google Cloud Platform and the AI services it offersBuild smart web applications by combining the power of Google Cloud AI services and the MEAN stackBuild a web-based dashboard of smart applications that perform language processing, translation, and computer ... Read more

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Leverage the power of various Google Cloud AI Services by building a smart web application using MEAN StackKey FeaturesStart working with the Google Cloud Platform and the AI services it offersBuild smart web applications by combining the power of Google Cloud AI services and the MEAN stackBuild a web-based dashboard of smart applications that perform language processing, translation, and computer
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Bringing Bayesian Models to Life

by Mevin B. Hooten, Trevor Hefley ...

Series series Chapman & Hall/CRC Applied Environmental Statistics
Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental data analysis. We open the black box and show the reader how to connect modern statistical models to computer algorithms. These algorithms allow the user to fit models that answer their scientific questions without needing to rely on automated Bayesian software ... Read more

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Bringing Bayesian Models to Life empowers the reader to extend, enhance, and implement statistical models for ecological and environmental data analysis. We open the black box and show the reader how to connect modern statistical models to computer algorithms. These algorithms allow the user to fit models that answer their scientific questions without needing to rely on automated Bayesian software
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Estudo de Resíduos da Construção Civil para Concreto Estrutural Aplicado em Lajes Pré-Moldadas

by Enildo Tales Ferreira ...

Diversas cidades brasileiras enfrentam dificuldades para a destinação final dos resíduos da construção civil (RCC). Considerando essa realidade, o autor deste livro apresenta um estudo que aborda a destinação desse resíduo no próprio setor, com base numa análise do potencial de uso de agregados de RCC em concretos estruturais (fck = 25 MPa), aplicados em lajes pré-moldadas. Sugere, ainda, uma ... Read more

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Diversas cidades brasileiras enfrentam dificuldades para a destinação final dos resíduos da construção civil (RCC). Considerando essa realidade, o autor deste livro apresenta um estudo que aborda a destinação desse resíduo no próprio setor, com base numa análise do potencial de uso de agregados de RCC em concretos estruturais (fck = 25 MPa), aplicados em lajes pré-moldadas. Sugere, ainda, uma
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Traducción e Interpretación: entre investigación y didáctica

Edited by Laura Sanfelici, Ana-Isabel Foulquié-Rubio ...

Este volumen, dirigido a docentes, investigadores y estudiantes en el ámbito de la Traduccióne Interpretación, es el resultado de las experiencias didácticas, profesionales y de investigaciónde los autores de los dieciséis capítulos que lo componen. Su objetivo es acercar la teoría a lapráctica con una temática muy amplia, que incluye el análisis lingüístico, la autotraducción, latraducción de ... Read more

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Este volumen, dirigido a docentes, investigadores y estudiantes en el ámbito de la Traduccióne Interpretación, es el resultado de las experiencias didácticas, profesionales y de investigaciónde los autores de los dieciséis capítulos que lo componen. Su objetivo es acercar la teoría a lapráctica con una temática muy amplia, que incluye el análisis lingüístico, la autotraducción, latraducción de
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Sustainable Data Management

Navigating Big Data, Communication Technology, and Business Digital Leadership. Volume 1

Edited by Reem Khamis Hamdan ...

Series series Intelligent Technologies and Robotics (R0)
This book dives into a new world of data and technology with the groundbreaking Sustainable Data Management, immerses readers in the realm of big data, and explores how digital technology can revolutionize business leadership. Discover how this book can guide readers through the deep waters of sustainable and efficient data management. ... Read more

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Recommended For You

Data Processing eBooks

The Data Wrangling Workshop

Flow Modelling and Control in Pipeline Systems

Implementing Analytics

Regression Analysis with Python

Computer Vision and Edge Computing Technologies for the Drone Industry

Deep Learning Techniques and Optimization Strategies in Big Data Analytics

Intelligent Decision Technologies

Beyond Intelligence: Exploring the Boundaries of Human and Machine Minds

Building Data Streaming Applications with Apache Kafka

In-Memory Analytics with Apache Arrow

Digital Technologies and Applications

Web3时代如何提升认知

Partial Least Squares Structural Equation Modeling and Complementary Methods in Business Research

The Fourth Industrial Revolution: Implementation of Artificial Intelligence for Growing Business Success

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My View of the Data World

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Smart Sensor Networks

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