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Machine learning using R

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The Modern Business Data Analyst: A Case Study Introduction Into Business Data Analytics with Crisp-DM and R
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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
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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
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出版日:2018/09/18 作者:Lyndon White; Roberto Togneri; Wei Liu; Mohammed Bennamoun  出版社:Springer Nature  裝訂:精裝
This book offers an introduction to modern natural language processing using machine learning, focusing on how neural networks create a machine interpretable representation of the meaning of natural l
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出版日:2018/11/08 作者:Liang Xiao; Weihua Zhuang; Sheng Zhou; Cailian Chen  出版社:Springer Nature  裝訂:精裝
This timely book provides broad coverage of vehicular ad-hoc network (VANET) issues, such as security, and network selection. Machine learning based methods are applied to solve these issues
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出版日:2018/10/18 作者:Dan E. Kelley  出版社:Springer Nature  裝訂:精裝
This book presents the R software environment as a key tool for oceanographic computations and provides a rationale for using R over the more widely-used tools of the field such as MATLAB. Kelley prov
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Elements of Copula Modeling With R
90 折
出版日:2019/02/04 作者:Marius Hofert; Ivan Kojadinovic; Martin M踄hler; Jun Yan  出版社:Springer Nature  裝訂:平裝
This book introduces the main theoretical findings related to copulas and shows how statistical modeling of multivariate continuous distributions using copulas can be carried out in the R statistical
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出版日:2018/11/13 作者:Marcelo Corrales (EDT); Mark Fenwick (EDT); Forg? Nikolaus (EDT)  出版社:Springer Nature  裝訂:精裝
Artificial intelligence and related technologies are changing both the law and the legal profession. In particular, technological advances in fields ranging from machine learning to more advanced robo
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Biostatistics for Human Genetic Epidemiology
90 折
出版日:2018/11/03 作者:Bertram K. C. Chan  出版社:Springer Nature  裝訂:精裝
The book illustrates how biostatistics may numerically summarize human genetic epidemiology using R, and may be used successfully to solveproblems in quantitative Genetic Epidemiology Biostatisti
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出版日:2024/11/21 作者:Robert H. Shumway  出版社:Springer Nature  裝訂:精裝
This 5th edition of this popular graduate textbook, presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory. It includes numerous examples using nontrivial data illustrate solutions to problems such as discovering natural and anthropogenic climate change, evaluating pain perception experiments using functional magnetic resonance imaging, and monitoring a nuclear test ban treaty. The R package 'astsa' has had major updates and the text will reflect those updates. In general, the graphics have been improved. New topics include random number generation, modeling and fitting predator-prey interactions, more emphasis on structural models, testing for linearity, discussion of EM algorithm is more extensive, Bayesian analysis of state space models and MCMC is more extensive (including new scripts in astsa), particle methods are introduced, stochastic volatility coverage is expanded, changepoint detection is introduced (new topic).The
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出版日:2025/09/27 作者:Tsung-Wu Ho  出版社:Springer Nature  裝訂:精裝
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出版日:2022/11/15 作者:Frank Emmert-Streib  出版社:Springer Nature  裝訂:精裝
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出版日:2019/02/12 作者:Carmel Patterson  出版社:Springer Nature  裝訂:精裝
This book offers a vital new approach to teacher professional learning, drawing on teachers’ stories from the field. It investigates expert teachers’ professional learning and uses a narrative framewo
優惠價: 1 3000
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出版日:2019/01/29 作者:F. Richard Yu; Ying He  出版社:Springer Nature  裝訂:平裝
This Springerbrief presents a deep reinforcement learning approach to wireless systems to improve system performance. Particularly, deep reinforcement learning approach is used in cache-enabled o
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The Ascent of Gim, the Global Intelligent Machine ― A History of Production and Information Machines
90 折
出版日:2018/12/01 作者:Teun Koetsier  出版社:Springer Nature  裝訂:精裝
In the concluding chapters of this book the author introduces GIM, the Global Intelligent Machine. GIM is a huge global hybrid machine, a combination of production machinery, information machinery and mechanized networks. In the future it may very well encompass all machinery on the globe.The author discusses the development of machines from the Stone Age until the present and pays particular attention to the rise of the science of machines and the development of the relationship between science and technology. The first production and information tools were invented in the Stone Age. In the Agricultural empires tools and machinery became more complex. During and after the Industrial Revolution the pace of innovation accelerated. In the 20th century the mechanization of production, information processing and networks became increasingly sophisticated. GIM is the culmination of this development.GIM is no science fiction. GIM exists and is growing and getting smarte
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The Role of Laboratory Work in Improving Physics Teaching and Learning
90 折
出版日:2018/11/13 作者:Dagmara Sokolowska (EDT); Marisa Michelini (EDT)  出版社:Springer Nature  裝訂:精裝
This book explores in detail the role of laboratory work in physics teaching and learning. Compelling recent research work is presented on the value of experimentation in the learning process, with de
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Learning Factories ― Concepts, Guidelines, Best-practice Examples
90 折
出版日:2018/10/20 作者:Eberhard Abele; Joachim Metternich; Michael Tisch  出版社:Springer Nature  裝訂:精裝
This book presents the state of the art of learning factories. It outlines the motivations, historic background, and the didactic foundations of learning factories. Definitions of the term learning fa
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出版日:2018/09/07 作者:Azra Moeed; Dayle Anderson  出版社:Springer Nature  裝訂:精裝
This book explores teaching and learning through science investigation and practical work. It draws upon two representative case studies from New Zealand and examines what students are learning from s
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Distance Learning, E-learning and Blended Learning in Mathematics Education ― International Trends in Research and Development
90 折
出版日:2018/08/07 作者:Jason Silverman (EDT); Veronica Hoyos (EDT)  出版社:Springer Nature  裝訂:精裝
This book builds on current and emerging research in distance learning, e-learning and blended learning. Specifically, it tests the boundaries of what is known by examining and discussing recent resea
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Advances in Web-based Learning - Icwl 2018 ― 17th International Conference, Chiang Mai, Thailand, August 22-24, 2018, Proceedings
90 折
This book constitutes the proceedings of the 17th International Conference on Web-Based Learning, ICWL 2018, held in Chiang Mai, Thailand, in August 2018.The 11 revised full papers presented together with 4 short papers were carefully reviewed and selected from 37 submissions. The papers are organized in topical sections on learning assessment and behavior; case studies; augmented reality and collaborative learning; game-based learning; and learning content management and experience sharing.
優惠價: 9 2430
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出版日:2026/03/02 作者:Baris Aykent  出版社:Springer Nature  裝訂:精裝
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出版日:2025/12/21 作者:Sanad Aburass  出版社:Springer Nature  裝訂:精裝
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出版日:2025/09/29 作者:Ehsan Nowroozi(EDI)  出版社:Springer Nature  裝訂:精裝
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出版日:2025/06/09 作者:Tirimula Rao Benala(EDI)  出版社:Springer Nature  裝訂:精裝
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出版日:2025/04/29 作者:Daniel Sorensen  出版社:Springer Nature  裝訂:精裝
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出版日:2024/10/04 作者:Fadele Ayotunde Alaba  出版社:Springer Nature  裝訂:精裝
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Understanding Atmospheric Rivers Using Machine Learning
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出版日:2024/08/10 作者:Manish Kumar Goyal  出版社:Springer Nature  裝訂:平裝
優惠價: 1 3189
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Learning Analytics Methods and Tutorials: A Practical Guide Using R
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出版日:2024/05/15 作者:Mohammed Saqr(EDI)  出版社:Springer Nature  裝訂:精裝
優惠價: 1 3479
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Learning Analytics Methods and Tutorials: A Practical Guide Using R
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出版日:2024/05/15 作者:Mohammed Saqr(EDI)  出版社:Springer Nature  裝訂:平裝
優惠價: 1 2899
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出版日:2024/02/16 作者:G. R. Kanagachidambaresan(EDI)  出版社:Springer Nature  裝訂:平裝
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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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出版日:2024/01/10 作者:Mohammad Ehteram  出版社:Springer Nature  裝訂:平裝
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出版日:2023/08/28 作者:Daniel Sorensen  出版社:Springer Nature  裝訂:精裝
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出版日:2023/06/08 作者:Hojjatollah Farahani  出版社:Springer Nature  裝訂:精裝
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出版日:2023/01/29 作者:G. R. Kanagachidambaresan(EDI)  出版社:Springer Nature  裝訂:精裝
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出版日:2023/01/28 作者:Mohammad Ehteram  出版社:Springer Nature  裝訂:精裝
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出版日:2022/08/22 作者:Zhi-Hua Zhou  出版社:Springer Nature  裝訂:平裝
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Quantum Computing: An Applied Approach
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出版日:2021/09/21 作者:Jack D. Hidary  出版社:Springer Nature  裝訂:精裝
This book integrates the foundations of quantum computing with a hands-on coding approach to this emerging field; it is the first to bring these strands together in an updated manner. This work is suitable for both academic coursework and corporate technical training.The second edition includes extensive updates and revisions, both to textual content and to the code. Sections have been added on quantum machine learning, quantum error correction, Dirac notation and more. This new edition benefits from the input of the many faculty, students, corporate engineering teams, and independent readers who have used the first edition.This volume comprises three books under one cover: Part I outlines the necessary foundations of quantum computing and quantum circuits. Part II walks through the canon of quantum computing algorithms and provides code on a range of quantum computing methods in current use. Part III covers the mathematical toolkit required to master quantum computing. Additional reso
優惠價: 1 2660
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出版日:2021/03/21 作者:Zhi-Hua Zhou  出版社:Springer Nature  裝訂:精裝
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出版日:2019/04/24 作者:Hilary Hughes (EDT); Jill Franz (EDT); Jill Willis (EDT)  出版社:Springer Nature  裝訂:精裝
This book introduces a new wellbeing dimension to the theory and practice of learning space design for early childhood and school contexts. It highlights vital, yet generally overlooked relationships
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