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Mastering Machine Learning with R

Advanced machine learning techniques for building smart applications with R 3.5

av 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, ... Läs mer

352,97 kr eller gratis med 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,
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Evolutionary Decision Trees in Large-Scale Data Mining

av Marek Kretowski ...

Serie serie 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 ... Läs mer

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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
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Computational Modeling and Data Analysis in COVID-19 Research

Redigerad av Chhabi Rani Panigrahi, Bibudhendu Pati, Mamata Rath, Rajkumar Buyya ...

Serie serie 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 ... Läs mer

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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
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Forecasting Time Series Data with Facebook Prophet

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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 ... Läs mer

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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
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Advanced Machine Learning with Python

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

av 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 ... Läs mer

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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
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Hidden Gems of Microsoft Excel

av 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 ... Läs mer

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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
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av 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 ... Läs mer

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Causal Inference in Python

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av Matheus Facure ...

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av Rebecca Herzig, Banu Subramaniam ...

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av David Patrishkoff, Robert E Hoyt ...

No-Code Data Science is a revolutionary book that democratizes the application of predictive analytics for organizations of all sizes. This first-of-its-kind textbook book is designed to empower readers with the ability to leverage advanced analytics, machine learning, and AI without using a programming language, such as Python or R. It’s a comprehensive guide to no-code data science (NCDS) that ... Läs mer

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

Serie serie 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 ... Läs mer

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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
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Advances in Machine Intelligence and Computer Science Applications

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Redigerad av Noureddine Aboutabit, Mohamed Lazaar, Imad Hafidi ...

Serie serie 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 ... Läs mer

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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
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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 ... Läs mer

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

Serie serie 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, ... Läs mer

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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,
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Automated Software Testing

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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 ... Läs mer

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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
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Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science

Redigerad av Inam Ullah, Inam Ullah Khan, Mariya Ouaissa, Mariyam Ouaissa, Salma El Hajjami ...

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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
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Hands-On MySQL Administration

Managing MySQL on Premises and in the Cloud

av 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 ... Läs mer

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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
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Advanced Information Networking and Applications

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

Redigerad av Leonard Barolli ...

Serie serie 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 ... Läs mer

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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
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Machine Learning and Deep Learning in Natural Language Processing

Redigerad av 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. ... Läs mer

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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.
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Supply Chain Performance Evaluation

Application of Data Envelopment Analysis

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

Serie serie 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 ... Läs mer

1 740,61 kr

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
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Demystifying AI and ML for Cyber–Threat Intelligence

Redigerad av Ming Yang, Sachi Nandan Mohanty, Suneeta Satpathy, Shu Hu ...

Serie serie Intelligent Technologies and Robotics (R0)
This book simplifies complex AI and ML concepts, making them accessible to security analysts, IT professionals, researchers, and decision-makers. Cyber threats have become increasingly sophisticated in the ever-evolving digital landscape, making traditional security measures insufficient to combat modern attacks. Artificial intelligence (AI) and machine learning (ML) have emerged as transformative ... Läs mer

2 204,80 kr

This book simplifies complex AI and ML concepts, making them accessible to security analysts, IT professionals, researchers, and decision-makers. Cyber threats have become increasingly sophisticated in the ever-evolving digital landscape, making traditional security measures insufficient to combat modern attacks. Artificial intelligence (AI) and machine learning (ML) have emerged as transformative
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Emerging Trends in Information Systems and Technologies

WorldCIST 2025 Volume 3

Redigerad av Alvaro Rocha, Hojjat Adeli, Aneta Poniszewska-Marańda, Fernando Moreira, Isaias Bianchi ...

Serie serie Springer Nature Proceedings excluding Computer Science
This book comprises a selection of articles from the 13th World Conference on Information Systems and Technologies (WorldCIST’25), held from April 15 to 17, 2025, at the Federal University of Santa Catarina, Florianópolis, Brazil.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences, and the ... Läs mer

2 320,85 kr

This book comprises a selection of articles from the 13th World Conference on Information Systems and Technologies (WorldCIST’25), held from April 15 to 17, 2025, at the Federal University of Santa Catarina, Florianópolis, Brazil.WorldCIST is a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences, and the
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Advances in Quantum Inspired Artificial Intelligence

Techniques and Applications

Redigerad av Satchidananda Dehuri, Monalisa Jena, Sarat Chandra Nayak, Margarita N. Favorskaya, Smaranda Belciug ...

Serie serie Intelligent Technologies and Robotics (R0)
This book advances the artificial intelligence techniques by strongly inspired from quantum computing. Quantum computing (QC), rooted in the mysterious principles of quantum mechanics, has fascinated scientists, researchers, and visionaries for a long time. Its potential lies in changing how we compute, moving from classical bits to quantum bits (qubits), and unlocking incredible processing ... Läs mer

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This book advances the artificial intelligence techniques by strongly inspired from quantum computing. Quantum computing (QC), rooted in the mysterious principles of quantum mechanics, has fascinated scientists, researchers, and visionaries for a long time. Its potential lies in changing how we compute, moving from classical bits to quantum bits (qubits), and unlocking incredible processing
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Genderrepraesentation in der russischen Sprache heute: Zwischen Ideologie und Sprachpraxis

av Daria Almeskirchen ...

Serie Bok 47 - Studies on Language and Culture in Central and Eastern Europe
Diese Arbeit untersucht, wie Gender in der russischen Sprache repräsentiert wird – und wie sprachliche Normen dabei gesellschaftliche Vorstellungen prägen und widerspiegeln. Ausgehend von der Beobachtung, dass Sprache keine neutrale Größe ist, wird der Zusammenhang zwischen Genderrollen, Sprachgebrauch und gesellschaftlicher Normbildung analysiert. Im Fokus stehen sowohl feministische ... Läs mer

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Diese Arbeit untersucht, wie Gender in der russischen Sprache repräsentiert wird – und wie sprachliche Normen dabei gesellschaftliche Vorstellungen prägen und widerspiegeln. Ausgehend von der Beobachtung, dass Sprache keine neutrale Größe ist, wird der Zusammenhang zwischen Genderrollen, Sprachgebrauch und gesellschaftlicher Normbildung analysiert. Im Fokus stehen sowohl feministische
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Rekommenderas för dig

Databehandling E-böcker

Mastering Machine Learning with R

Evolutionary Decision Trees in Large-Scale Data Mining

Computational Modeling and Data Analysis in COVID-19 Research

Forecasting Time Series Data with Facebook Prophet

Advanced Machine Learning with Python

Hidden Gems of Microsoft Excel

Learning PySpark

Causal Inference in Python

Queer Data Studies

No-Code Data Science

From Intervals to –?

Advances in Machine Intelligence and Computer Science Applications

R Data Mining

Fundamentals of Quantum Programming in IBM's Quantum Computers

Automated Software Testing

Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science

Hands-On MySQL Administration

Advanced Information Networking and Applications

Machine Learning and Deep Learning in Natural Language Processing

Supply Chain Performance Evaluation

Demystifying AI and ML for Cyber–Threat Intelligence

Emerging Trends in Information Systems and Technologies

Advances in Quantum Inspired Artificial Intelligence

Genderrepraesentation in der russischen Sprache heute: Zwischen Ideologie und Sprachpraxis