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  • Rule Based Systems for Big Data

    A Machine Learning Approach

    Series series Engineering (R0)
    The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems, which can be built by using expert knowledge or learning from real data.The book focuses on the development and evaluation of rule based systems in terms of accuracy, efficiency and interpretability. In particular, a ... Leer más

    $89.99 USD

  • Granular Computing Based Machine Learning

    A Big Data Processing Approach

    Series series Engineering (R0)
    This book explores the significant role of granular computing in advancing machine learning towards in-depth processing of big data. It begins by introducing the main characteristics of big data, i.e., the five Vs—Volume, Velocity, Variety, Veracity and Variability. The book explores granular computing as a response to the fact that learning tasks have become increasingly more complex due to the ... Leer más

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    Explore all the exciting and innovative new features of Oracle Database 12c! Written by Oracle ACE Robert Freeman, this Oracle Press guide introduces you to the myriad of new features packed into the latest Oracle Database release. Filled with essential information, the book provides you with everything you need to know to get up and running quickly on Oracle Database 12c. Supported by running ... Leer más

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  • Business Intelligence Tools for Small Companies

    A Guide to Free and Low-Cost Solutions

    Series series Professional and Applied Computing (R0)
    Learn how to transition from Excel-based business intelligence (BI) analysis to enterprise stacks of open-source BI tools. Select and implement the best free and freemium open-source BI tools for your company’s needs and design, implement, and integrate BI automation across the full stack using agile methodologies.Business Intelligence Tools for Small Companiesprovides hands-on demonstrations of ... Leer más

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  • Programming Hive

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    Need to move a relational database application to Hadoop? This comprehensive guide introduces you to Apache Hive, Hadoop’s data warehouse infrastructure. You’ll quickly learn how to use Hive’s SQL dialect—HiveQL—to summarize, query, and analyze large datasets stored in Hadoop’s distributed filesystem.This example-driven guide shows you how to set up and configure Hive in your environment, provides ... Leer más

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  • Predictive Analytics, Data Mining and Big Data

    Myths, Misconceptions and Methods

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    Series series Business and Management (R0)
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  • Deep Learning

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    Although interest in machine learning has reached a high point, lofty expectations often scuttle projects before they get very far. How can machine learning—especially deep neural networks—make a real difference in your organization? This hands-on guide not only provides the most practical information available on the subject, but also helps you get started building efficient deep learning ... Leer más

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  • Business Case Analysis with R

    Simulation Tutorials to Support Complex Business Decisions

    Series series Professional and Applied Computing (R0)
    This tutorial teaches you how to use the statistical programming language R to develop a business case simulation and analysis. It presents a methodology for conducting business case analysis that minimizes decision delay by focusing stakeholders on what matters most and suggests pathways for minimizing the risk in strategic and capital allocation decisions. Business case analysis, often conducted ... Leer más

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  • Learn Data Analysis with Python

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    Series series Professional and Applied Computing (R0)
    Get started using Python in data analysis with this compact practical guide. This book includes three exercises and a case study on getting data in and out of Python code in the right format. Learn Data Analysis with Python also helps you discover meaning in the data using analysis and shows you how to visualize it.Each lesson is, as much as possible, self-contained to allow you to dip in and out ... Leer más

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  • The Silicon Jungle

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  • Agent-Based Models and Complexity Science in the Age of Geospatial Big Data

    Selected Papers from a workshop on Agent-Based Models and Complexity Science (GIScience 2016)

    Series series Springer Nature Proceedings excluding Computer Science
    This book contains a selection of papers presented during a special workshop on Complexity Science organized as part of the 9th International Conference on GIScience 2016. Expert researchers in the areas of Agent-Based Modeling, Complexity Theory, Network Theory, Big Data, and emerging methods of Analysis and Visualization for new types of data explore novel complexity science approaches to ... Leer más

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  • Instant Creating Data Models with PowerPivot How-to

    Filled with practical, step-by-step instructions and clear explanations for the most important and useful tasks. This is a practical, recipe-based book, taking the reader through the hands-on steps required to set up and use PowerPivot with as little fuss as possible. This is an introductory book on PowerPivot for basic Excel users who handle lots of data and are willing to go beyond the ... Leer más

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