data simplification

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Data Simplification
Author :
Publisher : Morgan Kaufmann
Release Date :
ISBN 10 : 0128038543
Pages : 398 pages
Rating : /5 ( users)
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Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but the process of data simplification is anything but simple, requiring a specialized set of skills and tools. This book provides data scientists from every scientific discipline with the methods and tools to simplify their data for immediate analysis or long-term storage in a form that can be readily repurposed or integrated with other data. Drawing upon years of practical experience, and using numerous examples and use cases, Jules Berman discusses the principles, methods, and tools that must be studied and mastered to achieve data simplification, open source tools, free utilities and snippets of code that can be reused and repurposed to simplify data, natural language processing and machine translation as a tool to simplify data, and data summarization and visualization and the role they play in making data useful for the end user. Discusses data simplification principles, methods, and tools that must be studied and mastered Provides open source tools, free utilities, and snippets of code that can be reused and repurposed to simplify data Explains how to best utilize indexes to search, retrieve, and analyze textual data Shows the data scientist how to apply ontologies, classifications, classes, properties, and instances to data using tried and true methods

Data Simplification

Data Simplification: Taming Information With Open Source Tools addresses the simple fact that modern data is too big and complex to analyze in its native form. Data simplification is the process whereby large and complex data is rendered usable. Complex data must be simplified before it can be analyzed, but

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Exam Prep for  Data Simplification

Download or read online Exam Prep for Data Simplification written by Anonim, published by Unknown which was released on . Get Exam Prep for Data Simplification Books now! Available in PDF, ePub and Kindle.

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Work Measurement and Work Simplification

Download or read online Work Measurement and Work Simplification written by United States. Social and Rehabilitation Service. Assistance Payments Administration, published by Unknown which was released on 1972. Get Work Measurement and Work Simplification Books now! Available in PDF, ePub and Kindle.

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Pension Simplification and Investment Rules

Download or read online Pension Simplification and Investment Rules written by United States. Congress. Senate. Committee on Finance. Subcommittee on Private Pension Plans and Employee Fringe Benefits, published by Unknown which was released on 1977. Get Pension Simplification and Investment Rules Books now! Available in PDF, ePub and Kindle.

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Tax Simplification and Technical Corrections Acts of 1991

Download or read online Tax Simplification and Technical Corrections Acts of 1991 written by United States,United States. Congress. House. Committee on Ways and Means, published by Unknown which was released on 1992. Get Tax Simplification and Technical Corrections Acts of 1991 Books now! Available in PDF, ePub and Kindle.

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Customs Simplification Act

Download or read online Customs Simplification Act written by United States. Congress. Senate. Committee on Finance, published by Unknown which was released on 1952. Get Customs Simplification Act Books now! Available in PDF, ePub and Kindle.

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A Simplified Guide to Automatic Data Processing

Download or read online A Simplified Guide to Automatic Data Processing written by William A. Bocchino, published by Unknown which was released on 1966. Get A Simplified Guide to Automatic Data Processing Books now! Available in PDF, ePub and Kindle.

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Report of Sub committee on Simplification of Benefit Formula and Employer Reporting

Download or read online Report of Sub committee on Simplification of Benefit Formula and Employer Reporting written by Interstate Conference of Employment Security Agencies. Unemployment Compensation Program Committee, published by Unknown which was released on 1948. Get Report of Sub committee on Simplification of Benefit Formula and Employer Reporting Books now!

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Report of the Committee on the Simplification of Paper Sizes and Other Data

Download or read online Report of the Committee on the Simplification of Paper Sizes and Other Data written by United States. Department of Commerce. Bureau of Standards. Committee on the Simplification of Paper Sizes, published by Unknown which was released on 1921. Get Report of the Committee on the Simplification of

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Feature Driven Compression and Simplification of 2d Vector Fields

Download or read online Feature Driven Compression and Simplification of 2d Vector Fields written by Jose C. Renteria, published by Unknown which was released on 2002. Get Feature Driven Compression and Simplification of 2d Vector Fields Books now! Available in PDF, ePub and Kindle.

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Automatic Generation of Data flow Analyzers

Download or read online Automatic Generation of Data flow Analyzers written by Steven Weng-Kiang Tjiang, published by Unknown which was released on 1993. Get Automatic Generation of Data flow Analyzers Books now! Available in PDF, ePub and Kindle.

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Geometric Methods for Simplification and Comparison of Data Sets

Finite metric spaces are increasingly being used to model data sets that come equipped with a dissimilarity measure. Some examples of such data sets are DNA sequences, news articles, social networks and feature vectors in machine learning applications. Due to the ever increasing volume of data, the simplification of finite

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Integration of Surface Simplification Into a Retained mode Graphics System

Download or read online Integration of Surface Simplification Into a Retained mode Graphics System written by Travis Heppe, published by Unknown which was released on 2000. Get Integration of Surface Simplification Into a Retained mode Graphics System Books now! Available in PDF, ePub and Kindle.

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GIS Tutorial II

GIS Tutorial II: Spatial Analysis Workbook offers hands-on exercises to help GIS users at the intermediate level continue to build their problem-solving and analysis skills. Inspired by The ESRI Guide to GIS Analysis book series by Andy Mitchell, GIS Tutorial II provides a practical format for GIS users to develop

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Introduction to Data Processing

Download or read online Introduction to Data Processing written by Robert R. Arnold,Harold C. Hill,Aylmer V. Nichols, published by Unknown which was released on 1966. Get Introduction to Data Processing Books now! Available in PDF, ePub and Kindle.

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