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Data Mining And Data Visualization This book focuses on dealing with large-scale data, a field commonly referred to as data mining. The book is divided into three sections. The first deals with an introduction to statistical aspects of data mining omega data logger and machine learning omega data logger and includes applications to text analysis, computer intrusion detection, omega data logger and hiding of information in digital files. The second section focuses on a variety of statistical methodologies that have proven to be effective in data mining applications. These include clustering, classification, multivariate density estimation, tree-based methods, pattern recognition, outlier detection, genetic algorithms, omega data logger and dimensionality reduction. The third section focuses on data visualization omega data logger and covers issues of visualization of high-dimensional data, novel graphical techniques with a focus on human factors, interactive graphics, omega data logger and data visualization using virtual reality. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with a new data paradigm. Key Features: - Distinguished contributors who are international experts in aspects of data mining - Includes data mining approaches to non-numerical data mining including text data, Internet traffic data, omega data logger and geographic data - Highly topical discussions reflecting current thinking on contemporary technical issues, e.g. streaming data - Discusses taxonomy of dataset sizes, computational complexity, omega data logger and scalability usually ignored in most discussions - Thorough discussion of data visualization issues blending statistical, human factors, omega data logger and computational insights 7 Distinguished contributors who are international experts in aspects of data mining 7 Includes data mining approaches to non-numerical data mining including text data, Internet traffic data, omega data logger and geographic data 7 Highly topical discussions reflecting current thinking on contemporary technical issues, e.g. streaming data 7 Discusses ta Copyright (C) Muze Inc. 2005. For
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The Data Warehouse Lifecycle Toolkit The ultimate guide to data warehouses!A comprehensive, thoughtful, omega data logger and detailed book that will be of inestimable value to anyone struggling with the complex details of designing, building, omega data logger and maintaining an enterprise-wide decision support system. Highly recommended.--Robert S. Craig, Vice President, Application Architectures, Hurwitz Group, Inc.A complete blueprint for planning, designing, developing, deploying, omega data logger and growing high-performance data marts omega data logger and data warehouses.In his bestselling book, The Data Warehouse Toolkit, Ralph Kimball showed you how to use dimensional modeling to design effective omega data logger and usable data warehouses. Now, he carries these techniques to the larger issues of delivering complete data marts omega data logger and data warehouses. Drawing upon their experiences with numerous data warehouse implementations, he omega data logger and his co-authors show you all the practical details involved in planning, designing, developing, deploying, omega data logger and growing data warehouses. Important topics include:The Business Dimensional Lifecycle approach to data warehouse project planning omega data logger and managementTechniques for gathering requirements more effectively omega data logger and efficientlyAdvanced dimensional modeling techniques to capture the most complex business rulesThe Data Warehouse Bus Architecture omega data logger and other approaches for integrating data marts into super-flexible datawarehousesTechniques for minimizing the risks involved with data stagingA framework for creating your technical architectureAggregations omega data logger and other effective ways to boost data warehouse performanceCutting-edge, Internet-based data warehouse security techniquesThe CD-ROM supplies you with:Complete data warehouse project plan tasks omega data logger and responsibilitiesA set of sample models that demonstrate the Bus ArchitectureChecklists to use at key points in the projectRALPH KIMBALL has been a leading visionary in the data warehouse industry since 1982 ... Copyright (C) Muze Inc. 2005. For personal use only. All rights reserved.
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