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Build a Large Language Model From Scratch

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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
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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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Economic and Financial Modelling With Eviews ― A Guide for Students and Professionals
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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
優惠價: 75 5219
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出版日:2018/04/03 作者:George Mias  出版社:Springer Nature  裝訂:精裝
This book offers a comprehensive introduction to using Mathematica and the Wolfram Language for Bioinformatics. The chapters build gradually from basic concepts and the introduction of the Wolfram Lan
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Spatial Language Understanding: Representation, Reasoning, and Grounding
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出版日:2025/08/30 作者:Parisa Kordjamshidi  出版社:Springer Nature  裝訂:精裝
This book provides an overview of multiple aspects of spatial language understanding and explores recent trends of modeling based on very large foundational models and their applications. The authors address the following five main themes: spatial semantic representations in both symbolic and sub-symbolic spaces; spatial information extraction computational models; reasoning over spatial language; commonsense spatial understanding; and multiple modern and state-of-the-art downstream applications of spatial language understanding including dialogue systems, narrative discourse, and grounding language in the physical world with the multi-modal problem settings. One of the essential functions of natural language is to express spatial relationships between objects. Linguistic constructs can encode highly complex structures of objects, spatial relations between them, and patterns of motion through space relative to a reference point. The complexity of spatial language understanding and its
優惠價: 9 2348
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出版日:2018/10/16 作者:Susanne M. Reiterer (EDT)  出版社:Springer Nature  裝訂:精裝
This book presents original, empirical data from quantitative and qualitative research studies in the field of language learning aptitude, ability, and individual differences. It does so from the pers
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出版日:2019/01/22 作者:Ljiljana Progovac  出版社:Springer Nature  裝訂:平裝
This book provides a critical introduction to the current views and controversies regarding language evolution. It sheds new light on hot topics such as: How ancient is language? Did Neanderthals have
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出版日:2018/12/07 作者:Georgios M. Kopanos; Luis Puigjaner  出版社:Springer Nature  裝訂:精裝
This book presents a number of efficient techniques for solving large-scale production scheduling and planning problems in process industries. The main content is supplemented by a wealth of illustrat
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Sets, Models and Proofs
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出版日:2018/12/06 作者:Ieke Moerdijk; Jaap Van Oosten  出版社:Springer Nature  裝訂:平裝
This textbook provides a concise and self-contained introduction to mathematical logic, with a focus on the fundamental topics in first-order logic and model theory. Including examples from several ar
優惠價: 9 1983
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出版日:2018/11/20 作者:Masako Fidler (EDT); V塶lav Cvrcek (EDT)  出版社:Springer Nature  裝訂:精裝
This book bridges the current quantitative and qualitative text analyses, using grammar as a crucial source of investigation. Taking data from Czech, an inflected language, in which the most optimal c
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Large-scale and Distributed Optimization
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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
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出版日:2018/10/20 作者:Hossein Seifi; Hamed Delkhosh  出版社:Springer Nature  裝訂:平裝
This book examines the role of model validation of power system planning and operation to optimize its performance in terms of frequency control. It presents the detailed model validation for the Iran
優惠價: 1 3499
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Cohesion, Coherence and Temporal Reference from an Experimental Corpus Pragmatics Perspective
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出版日:2018/10/18 作者:Cristina Grisot; Manfred Von Ehrenfried  出版社:Springer Nature  裝訂:精裝
This open access book provides new methodological and theoretical insights into temporal reference and its linguistic expression, from a cross-linguistic experimental corpus pragmatics approach. Verbal tenses, in general, and more specifically the categories of tense, grammatical and lexical aspect are treated as cohesion ties contributing to the temporal coherence of a discourse, as well as to the cognitive temporal coherence of the mental representations built in the language comprehension process. As such, it investigates the phenomenon of temporal reference at the interface between corpus linguistics, theoretical linguistics and pragmatics, experimental pragmatics, psycholinguistics, natural language processing and machine translation.
優惠價: 9 2430
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出版日:2018/09/25 作者:John M. Borky; Thomas Bradley  出版社:Springer Nature  裝訂:精裝
This textbook presents a proven, mature Model-Based Systems Engineering (MBSE) methodology that has delivered success in a wide range of system and enterprise programs. The authors introduce MBSE as t
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出版日:2018/09/20 作者:Maarja Siiner (EDT); Francis M. Hult (EDT); Tanja Kupisch (EDT)  出版社:Springer Nature  裝訂:精裝
In the sociopolitics of language, sometimes yesterday’s solution is tomorrow’s problem. This volume examines the evolving nature of language acquisition planning through a collection of pap
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出版日:2018/07/31 作者:Loghman Ansarian; Mei Lin Teoh  出版社:Springer Nature  裝訂:平裝
This book investigates how problem-based learning can be implemented in language classes and how it can bring about a change in language learners' understanding of the foreign language. Based on empir
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出版日:2018/07/16 作者:Naoyuki Funamizu (EDT)  出版社:Springer Nature  裝訂:精裝
In developing countries, access to the adequate sanitation systems is still limited, and a new business model is required. This book demonstrates the benefits of resource-oriented agro-sanitation syst
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Group Model Building ― Using Systems Dynamics to Achieve Enduring Agreement
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出版日:2018/07/03 作者:Rodney Scott  出版社:Springer Nature  裝訂:平裝
This book describes the cognitive and interpersonal effects of group model building, and presents empirical research on what group model building achieves and how. Further, it proposes an integrated c
優惠價: 1 2750
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出版日:2024/04/19 作者:Marzena Smol(EDI)  出版社:Springer Nature  裝訂:平裝
This book presents possible solutions for a circuler economy (CE) in the water and wastewater sector through an inventory of multidisciplinary knowledge with high scientific and practical importance which can contribute to support the transition to the CE model in water and wastewater sector. Water in modern studies exceeds being an important source for irrigation and drinking. It is now a significant source of renewable energy and a catalyst in most industrial and manufacturing products. The protection and sustainable management of water resources and water-based waste (as wastewater, sewage sludge, or sewage sludge ash) are important aspects of the CE, which is defined as a regenerative growth model that gives back to the planet more than it takes. Our book, entitled "Water in Circular Economy", delivers a comprehensive overview of the latest research covering the following aspects of water management from the perspective of the CE implementation: - Water as a key resource in the c
Modeling and Simulation of Thermal Power Plants With Thermosyspro ― A Theoretical Introduction and a Practical Guide
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出版日:2019/02/05 作者:Baligh El Hefni; Daniel Bouskela  出版社:Springer Nature  裝訂:精裝
This book explains the modelling and simulation of thermal power plants, and introduces readers to the equations needed to model a wide range of industrial energy processes. Also featuring a wealth of
優惠價: 1 3769
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出版日:2019/01/30 作者:Craig Lambert  出版社:Springer Nature  裝訂:精裝
This volume addresses an important gap in the literature on task design and second language use. Building on insights from over 50 years of research on the relationship between task demands and langua
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出版日:2018/12/27 作者:Eddo Rigotti; Sara Greco  出版社:Springer Nature  裝訂:精裝
This book investigates the role of inference in argumentation, considering how arguments support standpoints on the basis of different loci. The authors propose and illustrate a model for the analysis
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出版日:2018/11/08 作者:Silvia Marino (EDT); Lucja Biel (EDT); Martina Bajcic (EDT); Vilelmini Sosoni (EDT)  出版社:Springer Nature  裝訂:精裝
The book provides an overview of EU competition law with a focus on the main developments in Italy, Spain, Greece, Poland and Croatia and offers an in-depth analysis of the role of language, translati
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This book presents a tutorial review of van der Pol model, a universal oscillator model for the analysis of modern RC-oscillators in weak and strong nonlinear regimes. A detailed analysis of the injec
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出版日:2018/10/23 作者:Wolfgang Demtr鐰er  出版社:Springer Nature  裝訂:精裝
This introduction to Atomic and Molecular Physics explains how our present model of atoms and molecules has been developed over the last two centuries both by many experimental discoveries and, from t
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出版日:2018/10/22 作者:Hiromi Hirata (EDT); Atsuo Iida (EDT)  出版社:Springer Nature  裝訂:精裝
This book provides cutting-edge studies and technologies using small fishes, including zebrafish, medaka, and other fishes as new model animals for molecular biology, developmental biology, and medici
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出版日:2018/10/20 作者:Annabelle Lukin  出版社:Springer Nature  裝訂:精裝
Ideology is so powerful it makes us believe that war is rational, despite both its brutal means and its devastating ends. The power of ideology comes from its intimate relation to language: ideology r
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出版日:2018/10/20 作者:Noriko Kumazawa-manita; Tsutomu Hashikawa; Atsushi Iriki  出版社:Springer Nature  裝訂:精裝
This book is the first digital atlas of the degu brain with microscopic features simultaneously in Nissl sections and magnetic resonance imaging (MRI). As an experimental animal model, the degu contri
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出版日:2018/10/05 作者:Fabien Lauer; G廨ard Bloch  出版社:Springer Nature  裝訂:精裝
?Hybrid System Identification helps readers to build mathematical models of dynamical systems switching between different operating modes, from their experimental observations. It provides an overview
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出版日:2018/10/02 作者:Daniel Stockemer (EDT)  出版社:Springer Nature  裝訂:精裝
This book provides a global overview of populist actors and strategies around the globe from a comparative perspective. By presenting six country studies on the United States, France, Poland, Turkey, the Philippines and Argentina, the contributors analyze how parties from both the radical left and right use a populist discourse combining people-centrism, anti-elitism, and the exclusion of certain population cohorts from the national community. They illustrate how populist actors mobilize and persuade citizens by using simple and slogan-based language and charismatic leadership while offering simple solutions to complex problems.Each case study describes the history of populism in the respective country, current populist actors, the strategies these parties and movements employ, and how successful these tactics are within the population. These case studies are embedded within two theoretical chapters that link the cases to the theoretical and empirical literature on populism. This timel
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出版日:2018/09/27 作者:Mar燰 Luisa Carri?pastor (EDT)  出版社:Springer Nature  裝訂:精裝
This book sheds new light on language and literature teaching, and offers examples of teaching language in virtual environments. Providing an overview of virtual environments for teaching, it also inc
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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:2018/09/14 作者:Michele Gazzola (EDT); Torsten Templin (EDT); Bengt-Arne Wickstr闣 (EDT)  出版社:Springer Nature  裝訂:精裝
Language policies are increasingly acknowledged as being a necessary component of many decisions taken in the areas of the labor market, education, minority languages, mobility, and social inclusion o
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出版日:2018/07/23 作者:Edwin A. Peraza Hernandez; Darren J. Hartl; Dimitris C. Lagoudas  出版社:Springer Nature  裝訂:精裝
Origami structures have the ability to be easily fabricated from planar forms, enable the deployment of large structures from small volumes, and are potentially reconfigurable. These characteristics h
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Dynamics of the Unicycle ― Modelling and Experimental Verification
90 折
出版日:2018/07/16 作者:Michal Nielaczny; Barnat Wieslaw; Tomasz Kapitaniak  出版社:Springer Nature  裝訂:平裝
This book presents a three-dimensional model of the complete unicycle–unicyclist system. A unicycle with a unicyclist on it represents a very complex system. It combines Mechanics, Biomechanics and Co
優惠價: 9 2835
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出版日:2018/07/12 作者:Sandhya Rao Mehta (EDT)  出版社:Springer Nature  裝訂:精裝
This collection of critical essays investigates the intersections of the global and local in literature and language. Exploring the connections that exist between global forms of knowledge and their l
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出版日:2018/07/06 作者:Tashi Nyima  出版社:Springer Nature  裝訂:精裝
This book applies formal language and automata theory in the context of Tibetan computational linguistics; further, it constructs a Tibetan-spelling formal grammar system that generates a Tibetan-spel
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出版日:2022/01/29 作者:Bulbul Chakraborty(EDI)  出版社:Springer Nature  裝訂:精裝
This volume of the Encyclopedia of Complexity and Systems Science, Second Edition, focuses on current challenges in the field from materials and mechanics to applications of statistical and nonlinear physics in the life sciences. Challenges today are mostly in the realm of non-equilibrium systems, although certain equilibrium systems also present serious hurdles. Where possible, pairwise articles focus on a single topic, one from a theoretical perspective and the other from an experimental one, providing valuable insights. In other cases, theorists and experimentalists have collaborated on a single article. Coverage includes both quantum and classical systems, and emphasizes 1) mature fields that are not covered in the current specialist literature, (2) topics that fall through the cracks in disciplinary journals/books, or (3) developing areas where the knowledge base is large and robust and upon which future developments will depend. The result is an invaluable resource for condensed
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English for Academic Cvs, Resumes, and Online Profiles
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出版日:2019/05/30 作者:Adrian Wallwork  出版社:Springer Nature  裝訂:平裝
Are you a graduate, postgraduate or PhD student? Building a CV or profile can be difficult for anyone, but especially for those whose first language is not English. This book is essential
優惠價: 1 1254
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出版日:2019/04/15 作者:A. Sumru 畤soy (EDT)  出版社:Springer Nature  裝訂:精裝
This volume is a collection of studies on various aspects of word order variation in Turkish. As a head-final, left-branching ‘free’ word order language, Turkish raises a number of significant t
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