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Getting Structured Data from the Internet: Running Web Crawlers/Scrapers on a Big Data Production Scale 1.75

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Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications brings together all the information, tools and methods a professional will need to efficiently use text mining applications and statistical analysis. Winner of a 2012 PROSE Award in Computing and Information Sciences from the Association of American Publishers, this book presents a comprehensive how-to reference that shows the user how to conduct text mining and statistically analyze results. In addition to providing an in-depth examination of core text mining and link detection tools, methods and operations, the book examines advanced preprocessing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection using real world example tutorials in such varied fields as corporate, finance, business intelligence, genomics research, and counterterrorism activities. The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used to unlock new sources of economic value, provide fresh insights into science and hold governments to account. As the Internet expands and our natural capacity to process the unstructured text that it contains diminishes, the value of text mining for information retrieval and search will increase dramatically.Extensive case studies, most in a tutorial format, allow the reader to 'click through' the example using a software program, thus learning to conduct text mining analyses in the most rapid manner of learning possibleNumerous examples, tutorials, power points and datasets available via companion website on Elsevierdirect.comGlossary of text mining terms provided in the appendix

Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications brings together all the information, tools and methods a professional will need to efficiently use text mining applications and statistical analysis. Winner of a 2012 PROSE Award in Computing and Information Sciences from the Association of American Publishers, this book presents a comprehensive how-to reference that shows the user how to conduct text mining and statistically analyze results. In addition to providing an in-depth examination of core text mining and link detection tools, methods and operations, the book examines advanced preprocessing techniques, knowledge representation considerations, and visualization approaches. Finally, the book explores current real-world, mission-critical applications of text mining and link detection using real world example tutorials in such varied fields as corporate, finance, business intelligence, genomics research, and counterterrorism activities. The world contains an unimaginably vast amount of digital information which is getting ever vaster ever more rapidly. This makes it possible to do many things that previously could not be done: spot business trends, prevent diseases, combat crime and so on. Managed well, the textual data can be used to unlock new sources of economic value, provide fresh insights into science and hold governments to account. As the Internet expands and our natural capacity to process the unstructured text that it contains diminishes, the value of text mining for information retrieval and search will increase dramatically.Extensive case studies, most in a tutorial format, allow the reader to 'click through' the example using a software program, thus learning to conduct text mining analyses in the most rapid manner of learning possibleNumerous examples, tutorials, power points and datasets available via companion website on Elsevierdirect.comGlossary of text mining terms provided in the appendix

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Traditionally one of the most popular mainframe languages, COBOL is being used for a wider array of applications thanks to new technologies. While maintaining most of the content which has made it a standard reference in COBOL programming, the eighth edition of this book is revised to meet the changing needs of programmers working with this language. In addition to complete COBOL coverage, this new edition includes coverage of interactive programming, PC COBOL, and new applications such as object-oriented programming.

Contains comprehensive coverage of the AS/400 and interactive processing. * Provides a step-by-step introduction to programming with COBOL. * Demonstrates how COBOL can be used as a "language of the 90's". * Updated web site which contains additional information, as well as changes in standards and techniques. * Features more material on indexed and relative disk file processing, and enhanced student disk which includes some extra debugging assignments and a Y2K screen saver.

The 21-InchStructured Media Center enclosures make running cable and managing media both simple and cost-effective. Designed to provide a central distribution point for home or small office technologies, the enclosures accommodate the distribution of voice, data, video, audio, security and control applications. 21-InchStructured Media Enclosure, White. Material: Steel.

The 21 in. Structured Media Center enclosures make running cable and managing media both simple and cost-effective. Designed to provide a central distribution point for home or small office technologies, the enclosures accommodate the distribution of voice, data, video, audio, security and control applications. 21 in. Structured Media Flush Mount Cover, White. Material: Steel.

This 14 in. Structured Media enclosure is the ideal solution to organize the telephone, TV, audio and high-speed data network for an apartment, condo or smaller home. It'll accommodate 2 Pre-Configured Structured Cabling Panels that are easily updatable as technologies or equipment change. The sturdy design and functionality facilitate installation, reducing job-site labor costs and making it easier for the DIY'er to put some order to the bird's nest of cables that make up most home networks. Leviton's 14 in. Structured Media enclosure is packaged as part of a kit that includes a flush-mount cover. Color: White. Material: Steel.

Leviton Structured Media components are designed to accommodate the convergence of telephone communications, computer and Internet services, audio/video and much more. By creating an innovative series of flexible and preconfigured modules and media centers that manage and distribute voice, data, audio and video. Leviton Structured Media systems deliver the bandwidth and speed that todays and tomorrow's information and entertainment technologies will demand.

Yourdon provides a fresh perspective on structured systems analysis, integrating traditional methodologies with modern technology. He thoroughly discusses data modeling, real-time systems, prototyping, and 4GLs.N

This book is the classic text in the art of computer programming. The first section represents an initial outstanding contribution to the understanding of the design of programs and the use of structured programming. The second part describes how similar principles can be applied in the design of data structures. The final section provides a synthesis of the previous two and expounds the close theoretical and practical connections between the design of data and the design of programs.

Before you can build analytics tools to gain quick insights, you first need to know how to process data in real time. With this practical guide, developers familiar with Apache Spark will learn how to put this in-memory framework to use for streaming data. You’ll discover how Spark enables you to write streaming jobs in almost the same way you write batch jobs.Authors Gerard Maas and François Garillot help you explore the theoretical underpinnings of Apache Spark. This comprehensive guide features two sections that compare and contrast the streaming APIs Spark now supports: the original Spark Streaming library and the newer Structured Streaming API.Learn fundamental stream processing concepts and examine different streaming architecturesExplore Structured Streaming through practical examples; learn different aspects of stream processing in detailCreate and operate streaming jobs and applications with Spark Streaming; integrate Spark Streaming with other Spark APIsLearn advanced Spark Streaming techniques, including approximation algorithms and machine learning algorithmsCompare Apache Spark to other stream processing projects, including Apache Storm, Apache Flink, and Apache Kafka Streams

This is for the person who wants to learn what COBOL is, what programming is, and how to use COBOL in typical business data processing applications. Assumes no previous background in programming. Hands-on programming begins in Chapter 1--each chapter is based on one or more example programs applicable to real-life business settings. Treatment is based on the concepts of structured programming--only a few logical control structures are used throughout the book. Emphasizes a clear program style for ease of reading and debugging. All programs have been tested and run, and computer output is displayed in each case.

An updated new edition of the comprehensive guide to better business forecasting Many companies still look at quantitative forecasting methods with suspicion, but a new awareness is emerging across many industries as more businesses and professionals recognize the value of integrating demand data (point-of-sale and syndicated scanner data) into the forecasting process. Demand-Driven Forecasting equips you with solutions that can sense, shape, and predict future demand using highly sophisticated methods and tools. From a review of the most basic forecasting methods to the most advanced and innovative techniques in use today, this guide explains demand-driven forecasting, offering a fundamental understanding of the quantitative methods used to sense, shape, and predict future demand within a structured process. Offering a complete overview of the latest business forecasting concepts and applications, this revised Second Edition of Demand-Driven Forecasting is the perfect guide for professionals who need to improve the accuracy of their sales forecasts. Completely updated to include the very latest concepts and methods in forecasting Includes real case studies and examples, actual data, and graphical displays and tables to illustrate how effective implementation works Ideal for CEOs, CFOs, CMOs, vice presidents of supply chain, vice presidents of demand forecasting and planning, directors of demand forecasting and planning, supply chain managers, demand planning managers, marketing analysts, forecasting analysts, financial managers, and any other professional who produces or contributes to forecasts Accurate forecasting is vital to success in today's challenging business climate. Demand-Driven Forecasting offers proven and effective insight on making sure your forecasts are right on the money.