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Artificial Intelligence and High Performance Computing in the Cloud

Research and Application Challenges

Edited by Mostapha Zbakh, Mohammed Essaaidi, Claude Tadonki, Abdellah Touhafi, Dhabaleswar K. Panda ...

Series series Springer Nature Proceedings excluding Computer Science
High-performance computing as significantly evolves during the last two decades with the advent and consideration of multicores configurations and general-purpose GPUs. In the same time but more recently, artificial intelligence has gained a serious popularity and is considered in a broad range of applications. Cutting-edge AI, which typically involving large models and huge volume of training ... Read more

$179.09 USD

High-performance computing as significantly evolves during the last two decades with the advent and consideration of multicores configurations and general-purpose GPUs. In the same time but more recently, artificial intelligence has gained a serious popularity and is considered in a broad range of applications. Cutting-edge AI, which typically involving large models and huge volume of training
... Read more
Advances in Imaging and Electron Physics

by Peter W. Hawkes ...

Series Book 205 - Advances in Imaging and Electron Physics
Advances in Imaging and Electron Physics, Volume 205 is the latest release in this series that 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 ... Read more

$220.49 USD

Advances in Imaging and Electron Physics, Volume 205 is the latest release in this series that 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
... Read more
The language of fashion

Linguistic, cognitive, and cultural insights

Edited by Annalisa Baicchi, Stefania Biscetti ...

Series Book 293 - Linguistic Insights
The specialised language of fashion draws the research interest of linguists and semioticians as well as communication experts and fashion historians. This volume contributes to advancing the knowledge of crucial aspects in the language of fashion that still need deep investigation. It brings together contributions that shed light on the morphological, lexical, pragmatic, and cultural aspects of ... Read more

$49.49 USD

The specialised language of fashion draws the research interest of linguists and semioticians as well as communication experts and fashion historians. This volume contributes to advancing the knowledge of crucial aspects in the language of fashion that still need deep investigation. It brings together contributions that shed light on the morphological, lexical, pragmatic, and cultural aspects of
... Read more
Data Strategy

From definition to execution

by Ian Wallis ...

Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a ... Read more

$36.49 USD

Data can be a cost for some organizations, but for those who succeed, it is a way to drive profitability, customer loyalty, and outperform others in their field. A well thought out, fit-for-purpose data strategy is vital for every modern data-driven organisation – public or private sector.This book is your essential guide to planning, developing and implementing a data strategy, presenting a
... Read more
Mastering Machine Learning with R

Advanced machine learning techniques for building smart applications with R 3.5

by Cory Lesmeister ...

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applicationsKey FeaturesBuild independent machine learning (ML) systems leveraging the best features of R 3.5Understand and apply different machine learning techniques using real-world examplesUse methods such as multi-class classification, ... Read more

$27.89 USD or Free with Kobo Plus

Stay updated with expert techniques for solving data analytics and machine learning challenges and gain insights from complex projects and power up your applicationsKey FeaturesBuild independent machine learning (ML) systems leveraging the best features of R 3.5Understand and apply different machine learning techniques using real-world examplesUse methods such as multi-class classification,
... Read more
Evolutionary Decision Trees in Large-Scale Data Mining

by Marek Kretowski ...

Series series Intelligent Technologies and Robotics (R0)
This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an aspect that is critical for the interpretation of mined patterns by domain analysts. The approach ... Read more

$116.09 USD

This book presents a unified framework, based on specialized evolutionary algorithms, for the global induction of various types of classification and regression trees from data. The resulting univariate or oblique trees are significantly smaller than those produced by standard top-down methods, an aspect that is critical for the interpretation of mined patterns by domain analysts. The approach
... Read more
Computational Modeling and Data Analysis in COVID-19 Research

Edited by Chhabi Rani Panigrahi, Bibudhendu Pati, Mamata Rath, Rajkumar Buyya ...

Series series Emerging Trends in Biomedical Technologies and Health informatics
This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health. We know ... Read more

$73.99 USD

This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate exposure and ensure public health. We know
... Read more
Forecasting Time Series Data with Facebook Prophet

Build, improve, and optimize time series forecasting models using the advanced forecasting tool

by Greg Rafferty ...

Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance ... Read more

$40.49 USD or Free with Kobo Plus

Create and improve high-quality automated forecasts for time series data that have strong seasonal effects, holidays, and additional regressors using PythonKey FeaturesLearn how to use the open-source forecasting tool Facebook Prophet to improve your forecastsBuild a forecast and run diagnostics to understand forecast qualityFine-tune models to achieve high performance, and report that performance
... Read more
Advanced Machine Learning with Python

Solve challenging data science problems by mastering cutting-edge machine learning techniques in Python

by John Hearty ...

Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective ... Read more

$37.79 USD or Free with Kobo Plus

Solve challenging data science problems by mastering cutting-edge machine learning techniques in PythonKey Features\[\*\] Resolve complex machine learning problems and explore deep learning\[\*\] Learn to use Python code for implementing a range of machine learning algorithms and techniques\[\*\] A practical tutorial that tackles real-world computing problems through a rigorous and effective
... Read more
Hidden Gems of Microsoft Excel

by Ambily ...

Most of us spend 50-60% of time performing data processing using tools like Office. Most of the data processing processes are never audited or optimized. Unfortunately, most of this work is being done in the most inefficient way. Most of us never spend any time to understand the useful features of office tools, which will improve the productivity and reduce the time we spent on repetitive tasks.I ... Read more

$2.99 USD or Free with Kobo Plus

Most of us spend 50-60% of time performing data processing using tools like Office. Most of the data processing processes are never audited or optimized. Unfortunately, most of this work is being done in the most inefficient way. Most of us never spend any time to understand the useful features of office tools, which will improve the productivity and reduce the time we spent on repetitive tasks.I
... Read more
Learning PySpark

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0

by Tomasz Drabas, Denny Lee ...

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with ... Read more

$37.79 USD or Free with Kobo Plus

Build data-intensive applications locally and deploy at scale using the combined powers of Python and Spark 2.0Key Features\[\*\] Learn why and how you can efficiently use Python to process data and build machine learning models in Apache Spark 2.0\[\*\] Develop and deploy efficient, scalable real-time Spark solutions\[\*\] Take your understanding of using Spark with Python to the next level with
... Read more
Queer Data Studies

by Rebecca Herzig, Banu Subramaniam ...

Series series Feminist Technosciences
Untangles how data shapes and is shaped by queer worldsData, perilous and powerful, is both a worldmaking and a dismantling force. The collection of data about queer lives and bodies, the consequences of data analysis for queer subjects, and considerations of privacy and consent often present ethical dilemmas even as queer data expands our understanding of who and what counts. The need for queer ... Read more

$26.99 USD

Untangles how data shapes and is shaped by queer worldsData, perilous and powerful, is both a worldmaking and a dismantling force. The collection of data about queer lives and bodies, the consequences of data analysis for queer subjects, and considerations of privacy and consent often present ethical dilemmas even as queer data expands our understanding of who and what counts. The need for queer
... Read more
From Intervals to –?

Towards a General Description of Validated Uncertainty

by Vladik Kreinovich, Graçaliz Pereira Dimuro, Antônio Carlos da Rocha Costa ...

Series series Intelligent Technologies and Robotics (R0)
This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these algorithms implicitly assume that the numbers they process are exact. In reality, these numbers come from measurements, and measurements are never 100% exact ... Read more

$143.09 USD

This book is about methodological aspects of uncertainty propagation in data processing. Uncertainty propagation is an important problem: while computer algorithms efficiently process data related to many aspects of their lives, most of these algorithms implicitly assume that the numbers they process are exact. In reality, these numbers come from measurements, and measurements are never 100% exact
... Read more
Advances in Machine Intelligence and Computer Science Applications

Proceedings of the International Conference ICMICSA’2022

Edited by Noureddine Aboutabit, Mohamed Lazaar, Imad Hafidi ...

Series series Springer Nature Proceedings excluding Computer Science
This book encloses latest and advanced researches on artificial intelligence and its applications in computer science. It is an interesting book that aims to help students, researchers, industrialists, and policymakers understand, promote, and synthesize innovative solutions and think of new ideas with the application of artificial intelligence concepts. It also allows to know the existing ... Read more

$188.09 USD

This book encloses latest and advanced researches on artificial intelligence and its applications in computer science. It is an interesting book that aims to help students, researchers, industrialists, and policymakers understand, promote, and synthesize innovative solutions and think of new ideas with the application of artificial intelligence concepts. It also allows to know the existing
... Read more
R Data Mining

Implement data mining techniques through practical use cases and real-world datasets

by Andrea Cirillo, Enrico Pegoraro ...

Mine valuable insights from your data using popular tools and techniques in RKey FeaturesUnderstand the basics of data mining and why R is a perfect tool for it.Manipulate your data using popular R packages such as ggplot2, dplyr, and so on to gather valuable business insights from it.Apply effective data mining models to perform regression and classification tasks.Book DescriptionR is widely used ... Read more

$37.79 USD or Free with Kobo Plus

Mine valuable insights from your data using popular tools and techniques in RKey FeaturesUnderstand the basics of data mining and why R is a perfect tool for it.Manipulate your data using popular R packages such as ggplot2, dplyr, and so on to gather valuable business insights from it.Apply effective data mining models to perform regression and classification tasks.Book DescriptionR is widely used
... Read more
Fundamentals of Quantum Programming in IBM's Quantum Computers

by Weng-Long Chang, Athanasios V. Vasilakos ...

Series series Intelligent Technologies and Robotics (R0)
This textbook introduces major topics that include quantum bits, superposition, entanglement, logic gates, quantum search algorithm, quantum Fourier transform, inverse quantum Fourier transform, Shor’s order-finding algorithm and phase estimation. Everyone can write algorithms and programs in the cloud making using IBM’s quantum computers that support IBM Q Experience which contains the composer, ... Read more

$62.99 USD

This textbook introduces major topics that include quantum bits, superposition, entanglement, logic gates, quantum search algorithm, quantum Fourier transform, inverse quantum Fourier transform, Shor’s order-finding algorithm and phase estimation. Everyone can write algorithms and programs in the cloud making using IBM’s quantum computers that support IBM Q Experience which contains the composer,
... Read more
Automated Software Testing

Foundations, Applications and Challenges

Edited by Ajay Kumar Jena, Himansu Das, Durga Prasad Mohapatra ...

Series series Intelligent Technologies and Robotics (R0)
This book covers both theory and applications in the automation of software testing tools and techniques for various types of software (e.g. object-oriented, aspect-oriented, and web-based software). When software fails, it is most often due to lack of proper and thorough testing, an aspect that is even more acute for object-oriented, aspect-oriented, and web-based software. Further, since it is ... Read more

$170.09 USD

This book covers both theory and applications in the automation of software testing tools and techniques for various types of software (e.g. object-oriented, aspect-oriented, and web-based software). When software fails, it is most often due to lack of proper and thorough testing, an aspect that is even more acute for object-oriented, aspect-oriented, and web-based software. Further, since it is
... Read more
Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science

Edited by Inam Ullah, Inam Ullah Khan, Mariya Ouaissa, Mariyam Ouaissa, Salma El Hajjami ...

Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science mainly focuses on the techniques of artificial intelligence (AI), Internet of Things (IoT) and data science for future communications systems.The goal of AI, IoT and data science for future communications systems is to create a venue for industry and academics to collaborate on the development of ... Read more

$77.99 USD

Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science mainly focuses on the techniques of artificial intelligence (AI), Internet of Things (IoT) and data science for future communications systems.The goal of AI, IoT and data science for future communications systems is to create a venue for industry and academics to collaborate on the development of
... Read more
Hands-On Data Preprocessing in Python

Learn how to effectively prepare data for successful data analytics

by Roy Jafari ...

Get your raw data cleaned up and ready for processing to design better data analytic solutions Key Features • Develop the skills to perform data cleaning, data integration, data reduction, and data transformation • Make the most of your raw data with powerful data transformation and massaging techniques • Perform thorough data cleaning, including dealing with missing values and outliers Book ... Read more

$39.59 USD or Free with Kobo Plus

Get your raw data cleaned up and ready for processing to design better data analytic solutions Key Features • Develop the skills to perform data cleaning, data integration, data reduction, and data transformation • Make the most of your raw data with powerful data transformation and massaging techniques • Perform thorough data cleaning, including dealing with missing values and outliers Book
... Read more
Hands-On MySQL Administration

Managing MySQL on Premises and in the Cloud

by Arunjith Aravindan, Jeyaram Ayyalusamy ...

Geared to intermediate- to advanced-level DBAs and IT professionals looking to enhance their MySQL skills, this guide provides a comprehensive overview on how to manage and optimize MySQL databases. You'll learn how to create databases and implement backup and recovery, security configurations, high availability, scaling techniques, and performance tuning.Using practical techniques, tips, and real ... Read more

$48.99 USD

Geared to intermediate- to advanced-level DBAs and IT professionals looking to enhance their MySQL skills, this guide provides a comprehensive overview on how to manage and optimize MySQL databases. You'll learn how to create databases and implement backup and recovery, security configurations, high availability, scaling techniques, and performance tuning.Using practical techniques, tips, and real
... Read more
Advanced Information Networking and Applications

Proceedings of the 38th International Conference on Advanced Information Networking and Applications (AINA-2024), Volume 1

Edited by 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 ... Read more

$215.09 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
... Read more
Machine Learning and Deep Learning in Natural Language Processing

Edited by Anitha S. Pillai, Roberto Tedesco ...

Natural Language Processing (NLP) is a sub-field of Artificial Intelligence, linguistics, and computer science and is concerned with the generation, recognition, and understanding of human languages, both written and spoken. NLP systems examine the grammatical structure of sentences as well as the specific meanings of words, and then they utilize algorithms to extract meaning and produce results. ... Read more

$73.99 USD

Natural Language Processing (NLP) is a sub-field of Artificial Intelligence, linguistics, and computer science and is concerned with the generation, recognition, and understanding of human languages, both written and spoken. NLP systems examine the grammatical structure of sentences as well as the specific meanings of words, and then they utilize algorithms to extract meaning and produce results.
... Read more
Supply Chain Performance Evaluation

Application of Data Envelopment Analysis

by Farhad Hosseinzadeh Lotfi, Tofigh Allahviranloo, Morteza Shafiee, Hilda Saleh ...

Series series Intelligent Technologies and Robotics (R0)
The authors of this book tried to make these experiences available to those interested, considering the experience of several years of training, research, and implementation of projects in the supply chain performance evaluation field.This book intends to identify the current performance and competitive position of that supply chain compared to other supply chains by presenting and reviewing the ... Read more

$152.09 USD

The authors of this book tried to make these experiences available to those interested, considering the experience of several years of training, research, and implementation of projects in the supply chain performance evaluation field.This book intends to identify the current performance and competitive position of that supply chain compared to other supply chains by presenting and reviewing the
... Read more
Maximizing Excel with ChatGPT

Unleashing the Power of AI for Data Management and Analysis

by Zeph Nwokeji ...

Unlock the true power of Excel with my ground-breaking eBook, "Maximizing Excel with ChatGPT: Unleashing the Potential of AI for Data Management and Analysis". Discover the limitless possibilities that arise from harnessing ChatGPT in Data Generation, Automating Tasks, Enhancing Data Analysis, and Enabling Data Visualization within Excel. Gain a competitive edge as you turbocharge your Excel ... Read more

$10.58 USD or Free with Kobo Plus

Unlock the true power of Excel with my ground-breaking eBook, "Maximizing Excel with ChatGPT: Unleashing the Potential of AI for Data Management and Analysis". Discover the limitless possibilities that arise from harnessing ChatGPT in Data Generation, Automating Tasks, Enhancing Data Analysis, and Enabling Data Visualization within Excel. Gain a competitive edge as you turbocharge your Excel
... Read more

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