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Finding Ghosts in Your Data: Anomaly Detection Techniques with Examples in Python
ISBN: 9781484288696 / Angielski / Miękka / 353 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Intermediate-Advanced user level
Intermediate-Advanced user level
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cena:
231,17 |
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Information Theory and Selected Applications
ISBN: 9783031212758 / Angielski / Twarda / 232 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book focuses on analysing the applications of the Shannon Measure of Information (SMI). The book introduces the concept of frustration and discusses the question of the quantification of this concept within information theory (IT), while it also focuses on the interpretation of the entropy of systems of interacting particles in terms of the SMI and of mutual information. The author examines the question of the possibility of measuring the extent of frustration using mutual information and discusses some classical examples of processes of mixing and assimilation for which the entropy...
This book focuses on analysing the applications of the Shannon Measure of Information (SMI). The book introduces the concept of frustration and discus...
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cena:
805,10 |
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Apply Data Science: Introduction, Applications and Projects
ISBN: 9783658387976 / Angielski / Miękka / 232 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book offers an introduction to the topic of data science based on the visual processing of data. It deals with ethical considerations in the digital transformation and presents a process framework for the evaluation of technologies. It also explains special features and findings on the failure of data science projects and presents recommendation systems in consideration of current developments. Machine learning functionality in business analytics tools is compared and the use of a process model for data science is shown.The integration of renewable energies using the example of...
This book offers an introduction to the topic of data science based on the visual processing of data. It deals with ethical considerations in the digi...
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cena:
201,24 |
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Angewandte Data Science: Projekte | Methoden | Prozesse
ISBN: 9783658396244 / Niemiecki / Miękka / 272 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Die Anwendungen der Disziplin Data Science erweitern und wandeln sich stetig. In diesem Buch geben Insider aus Praxis, Wissenschaft und Lehre detailliert die Ergebnisse ihrer Data-Science-Projekte, Methodenwissen sowie Knowhow zu Vorgehensweisen und Prozessmodellen an den Leser weiter. Dabei wird ein weit gespannter Querschnitt an konkreten Anwendungen beschrieben, erklärt und illustriert: von der Nutzung generativer KI-Systeme über quantitative Textanalyse, Predictive Policing, Erklärbarkeit von Machine-Learning-Modellen, experimentelle Datenanalyse in der Spektroskopie bis hin zu...
Die Anwendungen der Disziplin Data Science erweitern und wandeln sich stetig. In diesem Buch geben Insider aus Praxis, Wissenschaft und Lehre detailli...
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cena:
142,96 |
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Responsible Data Science: Select Proceedings of ICDSE 2021
ISBN: 9789811944529 / Angielski / Twarda / 221 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book comprises select proceedings of the 7th International Conference on Data Science and Engineering (ICDSE 2021). The contents of this book focus on responsible data science. This book tries to integrate research across diverse topics related to data science, such as fairness, trust, ethics, confidentiality, transparency, and accuracy. The chapters in this book represent research from different perspectives that offer novel theoretical implications that span multiple disciplines. The book will serve as a reference resource for researchers and practitioners in academia and industry.
This book comprises select proceedings of the 7th International Conference on Data Science and Engineering (ICDSE 2021). The contents of this book foc...
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cena:
644,07 |
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Latent Factor Analysis for High-dimensional and Sparse Matrices: A particle swarm optimization-based approach
ISBN: 9789811967023 / Angielski / Miękka / 92 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Latent factor analysis models are an effective type of machine learning model for addressing high-dimensional and sparse matrices, which are encountered in many big-data-related industrial applications. The performance of a latent factor analysis model relies heavily on appropriate hyper-parameters. However, most hyper-parameters are data-dependent, and using grid-search to tune these hyper-parameters is truly laborious and expensive in computational terms. Hence, how to achieve efficient hyper-parameter adaptation for latent factor analysis models has become a significant question.This is...
Latent factor analysis models are an effective type of machine learning model for addressing high-dimensional and sparse matrices, which are encounter...
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cena:
181,11 |
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Wineinformatics: A New Data Science Application
ISBN: 9789811973680 / Angielski / Miękka / 69 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Wineinformatics is a new data science application with a focus on understanding wine through artificial intelligence. Thousands of new wine reviews are produced monthly, which benefits the understanding of wine through wine experts for winemakers and consumers. This book systematically investigates how to process human language format reviews and mine useful knowledge from a large volume of processed data.This book presents a human language processing tool named Computational Wine Wheel to process professional wine reviews and three novel Wineinformatics studies to analyze wine quality, price...
Wineinformatics is a new data science application with a focus on understanding wine through artificial intelligence. Thousands of new wine reviews ar...
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cena:
201,24 |
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Python Data Science
ISBN: 9789811977015 / Angielski / Twarda / 1376 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Rather than presenting Python as Java or C, this textbook focuses on the essential Python programming skills for data scientists and advanced methods for big data analysts.Unlike conventional textbooks, it is based on Markdown and uses full-color printing and a code-centric approach to highlight the 3C principles in data science: creative design of data solutions, curiosity about the data lifecycle, and critical thinking regarding data insights. Q&A-based knowledge maps, tips and suggestions, notes, as well as warnings and cautions are employed to explain the key points, difficulties, and...
Rather than presenting Python as Java or C, this textbook focuses on the essential Python programming skills for data scientists and advanced methods ...
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cena:
301,89 |
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Communication Principles for Data Science
ISBN: 9789811980077 / Angielski / Twarda / 300 str. Termin realizacji zamówienia: 22 dni roboczych This book introduces the basic principles underlying the design and analysis of the digital communication systems that have heralded the information revolution. One major goal of the book is to demonstrate the role of the digital communication principles in a wide variety of data science applications, including community detection, computational biology, speech recognition and machine learning.One defining feature of this book is to make an explicit connection between the communication principles and data science problems, as well as to succinctly deliver the “story” of how the...
This book introduces the basic principles underlying the design and analysis of the digital communication systems that have heralded the information r...
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182,61 |
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Classification and Data Science in the Digital Age
ISBN: 9783031090332 / Angielski Termin realizacji zamówienia: ok. 5-8 dni roboczych. The contributions gathered in this book focus on modern methods for data science and classification and present a series of real-world applications. Numerous research topics are covered, ranging from statistical inference and modeling to clustering and dimension reduction, from functional data analysis to time series analysis, and network analysis. The applications reflect new analyses in a variety of fields, including medicine, marketing, genetics, engineering, and education. The book comprises selected and peer-reviewed papers presented at the 17th Conference of the International...
The contributions gathered in this book focus on modern methods for data science and classification and present a series of real-world applications. N...
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cena:
160,99 |
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Information Theory: A Tutorial Introduction
ISBN: 9781739672706 / Angielski / Miękka / 294 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
115,42 |
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Information Theory: A Tutorial Introduction
ISBN: 9781739672713 / Angielski / Twarda / 294 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. |
cena:
358,50 |
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Structural Health Monitoring Based on Data Science Techniques
ISBN: 9783030817183 / Angielski / Miękka / 484 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. The modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionable decisions regarding structural performance, health state, maintenance, or life cycle assessment has been accelerated by the rapid growth of “big data” availability and advanced data science. Such data availability coupled with a wide variety of machine learning and data analytics techniques have led to rapid advancement of how SHM is executed, enabling increased transformation from research to practice. This book intends to present a representative collection of such...
The modern structural health monitoring (SHM) paradigm of transforming in situ, real-time data acquisition into actionable decisions regarding structu...
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cena:
644,07 |
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Handbook of Computational Social Science for Policy
ISBN: 9783031166235 / Angielski / Twarda / 490 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational Social Science (CSS) for policy support. Up to now, CSS studies have mostly developed on a small, proof-of concept, scale that prevented from unleashing its potential to provide systematic impact to the policy cycle, as well as from improving the understanding of societal problems to the definition, assessment, evaluation, and monitoring of policies. The aim of this handbook is to fill this gap by exploring ways to analyse and model data for...
This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational S...
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cena:
201,24 |
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Handbook of Computational Social Science for Policy
ISBN: 9783031166266 / Angielski / Miękka / 490 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational Social Science (CSS) for policy support. Up to now, CSS studies have mostly developed on a small, proof-of concept, scale that prevented from unleashing its potential to provide systematic impact to the policy cycle, as well as from improving the understanding of societal problems to the definition, assessment, evaluation, and monitoring of policies. The aim of this handbook is to fill this gap by exploring ways to analyse and model data for...
This open access handbook describes foundational issues, methodological approaches and examples on how to analyse and model data using Computational S...
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cena:
160,99 |
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Data Science and Predictive Analytics: Biomedical and Health Applications using R
ISBN: 9783031174827 / Angielski / Twarda / 918 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting-edge machine learning approaches to address a wide range of crucial biomedical informatics, health analytics applications, and decision science challenges. Each concept in the book includes a rigorous symbolic formulation coupled with computational algorithms and complete end-to-end pipeline protocols implemented as functional R electronic markdown notebooks. These workflows support active learning and demonstrate comprehensive data...
This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting...
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cena:
442,79 |
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Mathematical Foundations of Data Science
ISBN: 9783031190735 / Angielski / Twarda / 213 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This textbook aims to point out the most important principles of data analysis from the mathematical point of view. Specifically, it selected these questions for exploring: Which are the principles necessary to understand the implications of an application, and which are necessary to understand the conditions for the success of methods used? Theory is presented only to the degree necessary to apply it properly, striving for the balance between excessive complexity and oversimplification. Its primary focus is on principles crucial for application success.Topics and features:Focuses on...
This textbook aims to point out the most important principles of data analysis from the mathematical point of view. Specifically, it selected these qu...
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cena:
342,14 |
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Urban Informatics Using Mobile Network Data: Travel Behavior Research Perspectives
ISBN: 9789811967139 / Angielski / Twarda / 241 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book discusses the role of mobile network data in urban informatics, particularly how mobile network data is utilized in the mobility context, where approaches, models, and systems are developed for understanding travel behavior. The objectives of this book are thus to evaluate the extent to which mobile network data reflects travel behavior and to develop guidelines on how to best use such data to understand and model travel behavior. To achieve these objectives, the book attempts to evaluate the strengths and weaknesses of this data source for urban informatics and its applicability to...
This book discusses the role of mobile network data in urban informatics, particularly how mobile network data is utilized in the mobility context, wh...
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cena:
684,33 |
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Social Media Analysis for Event Detection
ISBN: 9783031082412 / Angielski / Twarda / 229 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. This book includes chapters which discuss effective and efficient approaches in dealing with various aspects of social media analysis by using machine learning techniques from clustering to deep learning. A variety of theoretical aspects, application domains and case studies are covered to highlight how it is affordable to maximize the benefit of various applications from postings on social media platforms. Social media platforms have significantly influenced and reshaped various social aspects. They have set new means of communication and interaction between people, turning the whole world...
This book includes chapters which discuss effective and efficient approaches in dealing with various aspects of social media analysis by using machine...
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cena:
603,81 |
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Numerical Methods Using Kotlin: For Data Science, Analysis, and Engineering
ISBN: 9781484288252 / Angielski / Miękka / 899 str. Termin realizacji zamówienia: ok. 5-8 dni roboczych. Intermediate-Advanced user level
Intermediate-Advanced user level
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cena:
261,63 |
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