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Geospatial data science quick start guide : effective techniques for performing smarter geospatial analysis using location intelligence /

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개인저자Hassan, Abdishakur, author.
Vijayaraghavan, Jayakrishnan, author.
서명/저자사항Geospatial data science quick start guide :effective techniques for performing smarter geospatial analysis using location intelligence /Abdishakur Hassan, Jayakrishnan Vijayaraghavan.
발행사항Birmingham : Packt Publishing, Limited, 2019.
형태사항1 online resource (iii, 155 pages) : illustrations.
소장본 주기Master record variable field(s) change: 050
ISBN9781789809336
1789809339

일반주기 Includes index.
요약This book demonstrates effective techniques for using the power of data science and geospatial intelligence to build effective, intelligent data models that make use of location-based data to give useful predictions and analyses.This book begins with a quick overview of the fundamentals of location-based data and how techniques such as Exploratory Data Analysis can be applied to it. We then delve into spatial operations such as computing distances, areas, extents, centroids, buffer polygons, intersecting geometries, geocoding, and more, which adds additional context to location data. Moving ahead, you will learn how to quickly build and deploy a geo-fencing system using Python. Lastly, you will learn how to leverage geospatial analysis techniques in popular recommendation systems such as collaborative filtering and location-based recommendations, and more.By the end of the book, you will be a rockstar when it comes to performing geospatial analysis with ease.
일반주제명Geospatial data.
Geospatial data.
언어영어
기타형태 저록Print version:Hassan, Abdishakur.Geospatial Data Science Quick Start Guide : Effective Techniques for Performing Smarter Geospatial Analysis Using Location Intelligence.Birmingham : Packt Publishing, Limited, 짤20199781789809411
대출바로가기http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2153716

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