Data Architecture For Beginners A Practical Guide To Navigating Informationcomplexity
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Data Architecture For Beginners A Practical Guide To Navigating Informationcomplexity
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-05-16
Data Architecture For Beginners A Practical Guide To Navigating Informationcomplexity written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-16 with Computers categories.
In the era of digital transformation, data has become the lifeblood of organizations, driving decision-making, innovation, and competitive advantage. Navigating the complexities of data management requires a solid foundation in data architecture, the blueprint for organizing, managing, and leveraging data assets effectively. This comprehensive guide to data architecture provides a detailed roadmap for architects, analysts, and IT professionals seeking to harness the power of data. Delve into the fundamental concepts, best practices, and emerging trends in data architecture, empowering you to design, implement, and maintain data architecture solutions that drive business success. Uncover the art of data modeling, the process of structuring data to reflect real-world entities and relationships. Explore conceptual, logical, and physical data modeling techniques, and gain insights into data normalization, a crucial step for optimizing data storage and performance. Explore the challenges and strategies of data integration, the art of combining data from disparate sources into a cohesive view. Discover techniques for harmonizing and standardizing data, and learn about the various tools and platforms available to facilitate seamless data integration. Discover the world of data warehousing, a centralized repository for storing and managing large volumes of data, optimized for efficient querying and analysis. Learn about different types of data warehouses, including enterprise data warehouses, departmental data marts, and cloud-based data warehouses, and gain insights into data warehouse design, implementation, and maintenance. Unlock the power of data analytics, the process of extracting meaningful insights from raw data. Explore various data analytics techniques, including machine learning, statistics, and data mining, and discover how to use data analytics to improve decision-making, optimize business processes, and gain a competitive edge. With its clear explanations, real-world examples, and practical guidance, this book provides a comprehensive resource for data professionals seeking to master the art of data architecture. Embrace the power of data and transform your organization into a data-driven powerhouse, unlocking the hidden insights that drive innovation and success. If you like this book, write a review on google books!
Advanced Case Management With Ibm Case Manager
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Author : IBM Redbooks
language : en
Publisher: Vervante
Release Date : 2013-05-09
Advanced Case Management With Ibm Case Manager written by IBM Redbooks and has been published by Vervante this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-09 with Computers categories.
Managing Complexity Of Information Systems
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Author : Pirmin P. Lemberger
language : en
Publisher: John Wiley & Sons
Release Date : 2013-01-09
Managing Complexity Of Information Systems written by Pirmin P. Lemberger and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-09 with Computers categories.
This book is about complexity in Information Systems (IS). The subject is addressed from both conceptual and applied perspectives. Concepts are drawn from information theory, industrial design and software engineering. Its content capitalizes on experiences gathered by the authors during various contracting jobs involving software architecture, modeling and IS architecture that were conducted for large organizations in the banking and industry sectors, as well as in the public sector. The authors develop the point of view according to which mastering complexity involves two essential steps: first, one should develop a clear understanding of the real nature of complexity within the IS; second, one should identify the primary causes which contribute to its uncontrolled growth and organize these into a logical framework, in order to define efficient countermeasures. Both technical and psychological causes of complexity are to be considered. Two themes make up the main thread of the book: complexity and value. Both themes are quite common when considered separately, but their interplay remains a largely unexplored topic. The analysis of this interplay is one of the sources of originality of this book.
Elements Of Information Theory
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Author : Thomas M. Cover
language : en
Publisher: John Wiley & Sons
Release Date : 2012-11-28
Elements Of Information Theory written by Thomas M. Cover and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-28 with Computers categories.
The latest edition of this classic is updated with new problem sets and material The Second Edition of this fundamental textbook maintains the book's tradition of clear, thought-provoking instruction. Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory. All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points. The Second Edition features: Chapters reorganized to improve teaching 200 new problems New material on source coding, portfolio theory, and feedback capacity Updated references Now current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications.
The Informational Complexity Of Learning
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Author : Partha Niyogi
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
The Informational Complexity Of Learning written by Partha Niyogi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Computers categories.
Among other topics, The Informational Complexity of Learning: Perspectives on Neural Networks and Generative Grammar brings together two important but very different learning problems within the same analytical framework. The first concerns the problem of learning functional mappings using neural networks, followed by learning natural language grammars in the principles and parameters tradition of Chomsky. These two learning problems are seemingly very different. Neural networks are real-valued, infinite-dimensional, continuous mappings. On the other hand, grammars are boolean-valued, finite-dimensional, discrete (symbolic) mappings. Furthermore the research communities that work in the two areas almost never overlap. The book's objective is to bridge this gap. It uses the formal techniques developed in statistical learning theory and theoretical computer science over the last decade to analyze both kinds of learning problems. By asking the same question - how much information does it take to learn? - of both problems, it highlights their similarities and differences. Specific results include model selection in neural networks, active learning, language learning and evolutionary models of language change. The Informational Complexity of Learning: Perspectives on Neural Networks and Generative Grammar is a very interdisciplinary work. Anyone interested in the interaction of computer science and cognitive science should enjoy the book. Researchers in artificial intelligence, neural networks, linguistics, theoretical computer science, and statistics will find it particularly relevant.
The Art Of Enterprise Information Architecture
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Author : Mario Godinez
language : en
Publisher: Pearson Education
Release Date : 2010-04-01
The Art Of Enterprise Information Architecture written by Mario Godinez and has been published by Pearson Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-01 with Business & Economics categories.
Architecture for the Intelligent Enterprise: Powerful New Ways to Maximize the Real-time Value of Information Tomorrow’s winning “Intelligent Enterprises” will bring together far more diverse sources of data, analyze it in more powerful ways, and deliver immediate insight to decision-makers throughout the organization. Today, however, most companies fail to apply the information they already have, while struggling with the complexity and costs of their existing information environments. In this book, a team of IBM’s leading information management experts guide you on a journey that will take you from where you are today toward becoming an “Intelligent Enterprise.” Drawing on their extensive experience working with enterprise clients, the authors present a new, information-centric approach to architecture and powerful new models that will benefit any organization. Using these strategies and models, companies can systematically unlock the business value of information by delivering actionable, real-time information in context to enable better decision-making throughout the enterprise–from the “shop floor” to the “top floor.” Coverage Includes Highlighting the importance of Dynamic Warehousing Defining your Enterprise Information Architecture from conceptual, logical, component, and operational views Using information architecture principles to integrate and rationalize your IT investments, from Cloud Computing to Information Service Lifecycle Management Applying enterprise Master Data Management (MDM) to bolster business functions, ranging from compliance and risk management to marketing and product management Implementing more effective business intelligence and business performance optimization, governance, and security systems and processes Understanding “Information as a Service” and “Info 2.0,” the information delivery side of Web 2.0
Integrated And Holistic Perspectives On Learning Instruction And Technology
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Author : J.M. Spector
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-12-17
Integrated And Holistic Perspectives On Learning Instruction And Technology written by J.M. Spector and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-12-17 with Education categories.
One outcome of recent progress in educational technology is strong interest in providing effective support for learning in complex and ill-structured domains. We know how to use technology to promote understanding in simpler domains (e.g., orientation information, procedures with minimal-branching, etc.), but we are less sure how to use technology to support understanding in more complex domains (e.g., managing limited resources, understanding environmental impacts, etc.). Such domains are increasingly significant for society. Technology (e.g., collaborative tele-learning, digital repositories, interactive simulations, etc.) can provide conceptually and functionally rich domains for learning. However, this introduces the problem of determining what works in which circumstances and why. Research and development on these matters is reflected in this collection of papers. This research suggests a need to rethink foundational issues in educational philosophy and learning technology. One major theme connecting these papers is the need to address learning in the large - from a more holistic perspective. A second theme concerns the need to take learners where and as they are, integrating technology into effective learning places. Significant and systematic progress in learning support for complex domains demands further attention to these important issues.
Systems Approaches To Public Sector Challenges Working With Change
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Author : OECD
language : en
Publisher: OECD Publishing
Release Date : 2017-08-11
Systems Approaches To Public Sector Challenges Working With Change written by OECD and has been published by OECD Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-11 with categories.
This report, produced by the OECD Observatory of Public Sector Innovation, explores how systems approaches can be used in the public sector to solve complex or “wicked” problems.
Communication In Construction
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Author : Andrew Dainty
language : en
Publisher: Routledge
Release Date : 2007-01-24
Communication In Construction written by Andrew Dainty and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-01-24 with Architecture categories.
This book offers practical guidance on possible solutions to communication problems, featuring a number of examples related to the construction industry.
Information Systems Research
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Author : Bonnie Kaplan
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-06-30
Information Systems Research written by Bonnie Kaplan and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-30 with Business & Economics categories.
Information Systems Research: Relevant Theory and Informed Practice comprises the edited proceedings of the WG8.2 conference, "Relevant Theory and Informed Practice: Looking Forward from a 20-Year Perspective on IS Research," which was sponsored by IFIP and held in Manchester, England, in July 2004. The conference attracted a record number of high-quality manuscripts, all of which were subjected to a rigorous reviewing process in which four to eight track chairs, associate editors, and reviewers thoughtfully scrutinized papers by the highly regarded as well as the newcomers. No person or idea was considered sacrosanct and no paper made it through this process unscathed. All authors were asked to revise the accepted papers, some more than once; thus, good papers got better. With only 29 percent of the papers accepted, these proceedings are significantly more selective than is typical of many conference proceedings. This volume is organized in 7 sections, with 33 full research papers providing panoramic views and reflections on the Information Systems (IS) discipline followed by papers featuring critical interpretive studies, action research, theoretical perspectives on IS research, and the methods and politics of IS development. Also included are 6 panel descriptions and a new category of "bright idea" position papers, 11 in all, wherein main points are summarized in a pithy and provocative fashion.