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Essential Math for Data Science

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The Modern Business Data Analyst: A Case Study Introduction Into Business Data Analytics with Crisp-DM and R
滿額折
出版日:2024/06/17 作者:Dominik Jung  出版社:Springer Nature  裝訂:平裝
This book illustrates and explains the key concepts of business data analytics from scratch, tackling the day-to-day challenges of a business data analyst. It provides you with all the professional tools you need to predict online shop sales, to conduct A/B tests on marketing campaigns, to generate automated reports with PowerPoint, to extract datasets from Wikipedia, and to create interactive analytics Web apps. Alongside these practical projects, this book provides hands-on coding exercises, case studies, the essential programming tools and the CRISP-DM framework which you'll need to kickstart your career in business data analytics.The different chapters prioritize practical understanding over mathematical theory, using realistic business data and challenges of the Junglivet Whisky Company to intuitively grasp key concepts and ideas. Designed for beginners and intermediates, this book guides you from business data analytics fundamentals to advanced techniques, covering a large number
優惠價: 1 3479
庫存:1
Economic and Financial Modelling With Eviews ― A Guide for Students and Professionals
75 折
出版日:2018/11/01 作者:Abdulkader Aljandali; Motasam Tatahi  出版社:Springer Nature  裝訂:精裝
This practical guide in Eviews is aimed at practitioners and students in business, economics, econometrics, and finance. It uses a step-by-step approach to equip readers with a toolkit that enables them to make the most of this widely used econometric analysis software. Statistical and econometrics concepts are explained visually with examples, problems, and solutions.Developed by economists, the Eviews statistical software package is used most commonly for time-series oriented econometric analysis. It allows users to quickly develop statistical relations from data and then use those relations to forecast future values of the data. The package provides convenient ways to enter or upload data series, create new series from existing ones, display and print series, carry out statistical analyses of relationships among series, and manipulate results and output. This highly hands-on resource includes more than 200 illustrative graphs and tables and tutorials throughout. Abdulkader Alja
優惠:外文好書 優惠價: 75 5219
庫存:1
The Resilience of Cultural Landscapes: Perspectives from UNESCO World Heritage Sites
90 折
出版日:2024/05/03 作者:Fabrizio Aimar  出版社:Springer Nature  裝訂:精裝
This book explores the possibility of building the resilience of the UNESCO cultural landscapes, both using theoretical conceptions and practical strategies and actions. Two case studies have been selected, one in Italy and one in China, which have then been explored for the first time in such a comparative way. Different notions of landscape, as well as the driving force of changes affecting these landscapes, are examined and compared.Moreover, the perceptions of the local communities regarding these landscapes are examined, using online questionnaires with over 400 participants. This research highlights the need for an integrated management system, building stronger rural communities able to manage change and continuity. Five pillars to build the resilience of these landscapes have been provided, with schemes and figures, requiring a people-centered approach in their management.This book demonstrates strong connections between identity and landscape resilience, especially in inlandar
優惠價: 9 6299
庫存:1
出版日:2019/04/09 作者:Ellen Gasparovic (EDT); Carlotta Domeniconi (EDT)  出版社:Springer Nature  裝訂:精裝
This edited volume on data science features a variety of research ranging from theoretical to applied and computational topics. Aiming to establish the important connection between mathematics and dat
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出版日:2025/11/14 作者:Barbara Omylska  出版社:Springer Nature  裝訂:精裝
This book describes in detail a research project dedicated to liquid-particle flow using ultrasound techniques. The project consists of theoretical, experimental, data science, finite element modeling, mechanical design and project management components. The objective of the project was to develop the ultrasonic methodology for measurement and characterization of liquid flow containing solid particles, in online (real-time) measurement conditions. The project consists of primary and complementary studies. The primary studies comprise development of the ultrasonic methodology for the simultaneous measurement of the average particle concentration and flow speed parameters. The developed methodology is based on the ultrasonic attenuation spectroscopy and the sound speed measurement methods, supported by data science programs. The complementary studies include acoustic streaming, designing a small-scale rotational test cell with an annular flow channel, testing it for various applications
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Materials Discovery and Design ― By Means of Data Science and Optimal Learning
90 折
出版日:2018/10/18 作者:Turab Lookman (EDT); Stephan Eidenbenz (EDT); Frank Alexander (EDT); Cris Barnes (EDT)  出版社:Springer Nature  裝訂:精裝
This book addresses the current status, challenges and future directions of data-driven materials discovery and design. It presents the analysis and learning from data as a key theme in many science a
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Making Healthcare Green ― The Role of Cloud, Green It, and Data Science to Reduce Healthcare Costs and Combat Climate Change
90 折
出版日:2018/08/23 作者:Nina S. Godbole; John P. Lamb  出版社:Springer Nature  裝訂:精裝
This book offers examples of how data science, big data, analytics, and cloud technology can be used in healthcare to significantly improve a hospital’s IT Energy Efficiency along with information on
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出版日:2019/02/26 作者:Christo El Morr; Hossam Ali-hassan  出版社:Springer Nature  裝訂:平裝
This book offers a practical introduction to healthcare analytics that does not require a background in data science or statistics. It presents the basics of data, analytics and tools and includes mul
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Applied Compositional Data Analysis ― With Worked Examples in R
90 折
出版日:2018/11/13 作者:Peter Filzmoser; Karel Hron; Matthias Templ  出版社:Springer Nature  裝訂:精裝
This book presents the statistical analysis of compositional data using the log-ratio approach. It includes a wide range of classical and robust statistical methods adapted for compositional data anal
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Pedagogical Content Knowledge in Stem ― Research to Practice
90 折
This volume represents both recent research in pedagogical content knowledge (PCK) in science, technology, engineering and math (STEM), as well as emerging innovations in how PCK is applied in practic
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Low Frequency Radio Astronomy and the Lofar Observatory ― Lectures from the Third Lofar Data Processing School
90 折
出版日:2018/10/22 作者:George Heald (EDT); John McKean (EDT); Roberto Pizzo (EDT)  出版社:Springer Nature  裝訂:精裝
This book presents lecture materials from the Third LOFAR Data School, transformed into a coherent and complete reference book describing the LOFAR design, along with descriptions of primary science c
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Bioinformation Discovery ― Data to Knowledge in Biology
90 折
出版日:2018/09/11 作者:Pandjassarame Kangueane  出版社:Springer Nature  裝訂:精裝
This new edition continues to illustrate the power of biological data in knowledge discovery. It describes biological data types and representations with examples for creating a workflow in bioinforma
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Learning Mathematics in a Mobile App-supported Math Trail Environment
90 折
出版日:2018/07/28 作者:Adi Nur Cahyono  出版社:Springer Nature  裝訂:平裝
This brief presents the results of a study on the development of the mobile app-supported math trail program for learning mathematics. This study is a part of the MathCityMap-Project, a project of the
優惠價: 9 2835
無庫存
出版日:2025/08/24 作者:Zheng Zhang(EDI)  出版社:Springer Nature  裝訂:精裝
This book constitutes the refereed post-conference proceedings of the 5th International Conference on IoT and Big Data Technologies for Health Care, IoTCARE 2024, which took place December 7-8, 2024, in Leicester, UK. The conference aims to provide a forum for presentation and discussion the state-of-art and future perspectives of Internet of Things and big data of health care. Industry experts, researchers and academics gather to share ideas and experiences surrounding frontier technologies, breakthroughs, innovative solutions and research results, as well as initiatives related to IoT and health care, and their applications. The topic focuses on the convergence of IoT and big data technologies for e-health, e-care, lifestyle, aging population, smart personal living, etc., applications.
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Qualitative Methods & Data Analysis Using Atlas.Ti: A Comprehensive Researchers' Manual
90 折
出版日:2024/02/11 作者:Ajay Gupta  出版社:Springer Nature  裝訂:平裝
This book provides an in-depth roadmap for qualitative research methods and data analysis across disciplines using ATLAS.ti. It encompasses and rationalizes key qualitative research concepts and methods with innovative frameworks to enrich the reader’s understanding of qualitative research methods and data analysis. The book contains multiple real-world projects that assist readers in developing conceptual and theoretical knowledge, as well as gaining insights from fieldwork, visualizing data collection, analysis, and methodological interpretations.This easy to use book provides a pragmatic approach to qualitative methods, proficiency in capturing field observations, user-friendly steps to data analysis starting from transcription, preparation of data, reading and identification of quotations, coding, memoing, commenting, code groups, creating smart codes and groups using set, semantic, and proximity operators resulting in generating numerous insightful thematic reports in avariety of
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Socioeconomic Inequality and Educational Outcomes ― Evidence from Twenty Years of Timss
滿額折
出版日:2019/05/18 作者:Markus Broer; Yifan Bai; Frank Fonseca  出版社:Springer Nature  裝訂:精裝
This open access book focuses on trends in educational inequality using twenty years of grade 8 student data collected from 13 education systems by the IEA’s Trends in Mathematics and Science Study (T
優惠價: 1 3000
無庫存
Uncertainty Quantification and Predictive Computational Science ― A Foundation for Physical Scientists and Engineers
90 折
出版日:2018/12/05 作者:Ryan Mcclarren  出版社:Springer Nature  裝訂:精裝
This textbook teaches the essential background and skills for understanding and quantifying uncertainties in a computational simulation, and for predicting the behavior of a system under those uncerta
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出版日:2018/11/29 作者:Frank Nielsen (EDT)  出版社:Springer Nature  裝訂:精裝
This book focuses on information geometry manifolds of structured data/information and their advanced applications featuring new and fruitful interactions between several branches of science: informat
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Using Naturally Occurring Data in Qualitative Health Research ― A Practical Guide
90 折
出版日:2018/11/19 作者:Nikki Kiyimba; Jessica Nina Lester; Michelle O'reilly  出版社:Springer Nature  裝訂:精裝
This highly practical resource brings new dimensions to the utility of qualitative data in health research by focusing on naturally occurring data. It examines how naturally occurring data complement
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Principles of Forensic Audio Analysis
90 折
出版日:2018/11/15 作者:Robert C. Maher  出版社:Springer Nature  裝訂:精裝
This book provides an expert introduction to audio forensics, an essential specialty in modern forensic science, equipping readers with the fundamental background necessary to understand and participa
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出版日:2018/11/09 作者:Jean Thioulouse; St廧hane Dray; Anne-b嶧trice Dufour; Aur幨ie Siberchicot; Thibaut Jombart  出版社:Springer Nature  裝訂:精裝
This book introduces the ade4 package for R which provides multivariate methods for the analysis of ecological data. It is implemented around the mathematical concept of the duality diagram, and provi
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Basic Concepts of Data and Error Analysis ― With Introductions to Probability and Statistics and to Computer Methods
90 折
出版日:2018/11/03 作者:Panayiotis Nicos Kaloyerou  出版社:Springer Nature  裝訂:平裝
This introductory textbook explains the concepts and methods of data and error analysis needed for laboratory experiment write-ups, especially physics and engineering experiments. The book contains th
優惠價: 9 2025
無庫存
Living Without Mathematical Statistics ― Accurate Analysis, Diagnosis, and Prognosis Based on the Taguchi Method
90 折
出版日:2018/10/15 作者:Herbert Ruefer  出版社:Springer Nature  裝訂:精裝
The book provides structured access to gaining accurate results of limited data applicable to science, technology, and manufacturing. The Taguchi Method is presented in every detail and also put into
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Applications of Data Management and Analysis ― Case Studies in Social Networks and Beyond
90 折
出版日:2018/10/05 作者:Mohammad Moshirpour (EDT); Behrouz Far (EDT); Reda Alhajj (EDT)  出版社:Springer Nature  裝訂:精裝
This book addresses and examines the impacts of applications and services for data management and analysis, such as infrastructure, platforms, software, and business processes, on both academia and in
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Hardware Accelerators in Data Centers
90 折
出版日:2018/08/30 作者:Christoforos Kachris (EDT); Babak Falsafi (EDT); Dimitrios Soudris (EDT)  出版社:Springer Nature  裝訂:精裝
This book provides readers with an overview of the architectures, programming frameworks, and hardware accelerators for typical cloud computing applications in data centers. The authors present the mo
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Atomic Particles and Atom Systems ― Data for Properties of Atomic Objects and Processes
90 折
出版日:2018/07/25 作者:Boris M. Smirnov  出版社:Springer Nature  裝訂:精裝
This book presents physical units and widely used physical formulas, which are given together with conversion factors in various units. It includes frequently used atomic spectra and data for atoms, i
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Survey Methodology and Missing Data ― Tools and Techniques for Practitioners
90 折
出版日:2018/07/18 作者:Seppo Laaksonen  出版社:Springer Nature  裝訂:精裝
This book focuses on quantitative survey methodology, data collection and cleaning methods. Providing starting tools for using and analyzing a file once a survey has been conducted, it addresses field
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出版日:2018/07/10 作者:Shaowen Wang (EDT); Michael F. Goodchild (EDT)  出版社:Springer Nature  裝訂:精裝
This book elucidates how cyberGIS (that is, new-generation geographic information science and systems (GIS) based on advanced computing and cyberinfrastructure) transforms computation- and data-intens
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Text Mining ― Concepts, Implementation, and Big Data Challenge
90 折
出版日:2018/06/20 作者:Taeho Jo  出版社:Springer Nature  裝訂:精裝
This book discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text minin
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The Challenges of Artificial Intelligence for Law in Europe
90 折
出版日:2025/05/22 作者:Marton Varju(EDI)  出版社:Springer Nature  裝訂:精裝
As artificial intelligence continues to transform our world, Europe stands at the forefront of ensuring this revolutionary technology serves humanity’s best interests. This essential volume brings together experts on law, regulation, human rights, ethics, and policy to provide the first comprehensive analysis of Europe’s pioneering approach to AI regulation. From the landmark AI Act to data protection and data governance frameworks, this meticulously curated collection offers unprecedented insights into (1) the delicate balance between the public and private benefits of AI, and the public and private risks it poses; (2) the regulatory policy and regulatory strategy influencing European law-making; (3) the role of ethics and human rights in regulating AI in Europe; (4) the real-world implications of evolving European AI regulation; and (5) future challenges and opportunities in the rapidly evolving AI landscape. Distinguished contributors from the fields of legal scholarship, policymaki
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出版日:2025/05/19 作者:Omar Hijab  出版社:Springer Nature  裝訂:精裝
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Essential Tuberculosis
90 折
出版日:2021/04/05 作者:Giovanni Battista Migliori; Mario C. Raviglione  出版社:Springer Nature  裝訂:平裝
This textbook covers the full spectrum of tuberculosis-related topics in a comprehensive yet easy-to-follow, readily accessible format. Filling a significant gap in tuberculosis literature, it addresses tuberculosis sensu latu, mirroring the content of the London Queen Mary University tuberculosis Diploma. Covering all aspects related to this condition, from prevention, diagnosis and treatment to public and global health, the book provides a broad overview of tuberculosis management.Further, it includes a wealth of case studies and exercises, making it an essential guide for all staff involved in tuberculosis management. Written by an international and interdisciplinary panel of experts, the book appeals to a broad readership including students, postdoctoral fellows, clinicians, researchers, and nurses, as well as public health officers working in tuberculosis control programs.
優惠價: 9 3040
無庫存
出版日:2019/02/13 作者:Wei Wang  出版社:Springer Nature  裝訂:平裝
This thesis presents geological, petrological, geochemical, and zircon U–Pb–Lu–Hf isotopic field data for representative Precambrian lithologies in the Western Liaoning-Northeastern Hebei Provinces al
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“Real time” imaging techniques have assisted materials science studies especially for non-ambient environments. These techniques have never been collectively featured in a single venue. The book is an
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出版日:2018/12/14 作者:Paul J. Christo (EDT); Grace A. Cordts (EDT)  出版社:Springer Nature  裝訂:平裝
This clinically focused book provides the essential modalities for managing pain in older patients. Chapters cover a variety of topics important for clinicians, including effective approaches, evaluat
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This book analyses the legal approach to personal data taken by different fields of law. An increasing number of business models in the digital economy rely on personal data as a key input. In exchang
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出版日:2018/11/13 作者:Gar簜r 臆nason  出版社:Springer Nature  裝訂:平裝
?This book offers a clear analysis of Foucault’s work on scientific knowledge and its relationship to individuals and society. It suggests a way of using Foucault’s tools for science criticism and res
優惠價: 1 3499
無庫存
Large-scale and Distributed Optimization
90 折
出版日:2018/11/12 作者:Pontus Giselsson (EDT); Anders Rantzer (EDT)  出版社:Springer Nature  裝訂:平裝
This book presents tools and methods for large-scale and distributed optimization. Since many methods in "Big Data" fields rely on solving large-scale optimization problems, often in distributed fashi
優惠價: 9 2573
無庫存
Causation in Population Health Informatics and Data Science
90 折
出版日:2018/11/09 作者:Olaf Dammann; Benjamin Smart  出版社:Springer Nature  裝訂:精裝
Marketing text: This book covers the overlap between informatics, computer science, philosophy of causation, and causal inference in epidemiology and population health research. Key concepts covered i
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This book demonstrates teachers’ and learners’ experiences with big data in education; education and cloud computing; and new technologies for teacher support. It also discusses the advantages of usin
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