Geospatial Data Analytics on AWS: Discover how to manage and analyze geospatial data in the cloud
暫譯: AWS上的地理空間數據分析:學習如何在雲端管理和分析地理空間數據

Bateman, Scott, Gnanachandran, Janahan, Demuth, Jeff

  • 出版商: Packt Publishing
  • 出版日期: 2023-06-30
  • 售價: $1,950
  • 貴賓價: 9.5$1,853
  • 語言: 英文
  • 頁數: 276
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1804613827
  • ISBN-13: 9781804613825
  • 相關分類: Amazon Web ServicesData Science
  • 海外代購書籍(需單獨結帳)

商品描述

Managing geospatial data and building location-based applications in the cloud can be a daunting task. This comprehensive guide helps you overcome this challenge by presenting the concept of working with geospatial data in the cloud in an easy-to-understand way, along with teaching you how to design and build data lake architecture in AWS for geospatial data. You’ll begin by exploring the use of AWS databases like Redshift and Aurora PostgreSQL for storing and analyzing geospatial data. Next, you’ll leverage services such as DynamoDB and Athena, which offer powerful built-in geospatial functions for indexing and querying geospatial data. The book is filled with practical examples to illustrate the benefits of managing geospatial data in the cloud. As you advance, you’ll discover how to analyze and visualize data using Python and R, and utilize QuickSight to share derived insights. The concluding chapters explore the integration of commonly used platforms like Open Data on AWS, OpenStreetMap, and ArcGIS with AWS to enable you to optimize efficiency and provide a supportive community for continuous learning. By the end of this book, you’ll have the necessary tools and expertise to build and manage your own geospatial data lake on AWS, along with the knowledge needed to tackle geospatial data management challenges and make the most of AWS services.

商品描述(中文翻譯)

管理地理空間數據並在雲端構建基於位置的應用程式可能是一項艱鉅的任務。本書提供的綜合指南幫助您克服這一挑戰,以易於理解的方式介紹在雲端處理地理空間數據的概念,並教您如何在 AWS 中設計和構建地理空間數據的數據湖架構。您將首先探索使用 AWS 數據庫,如 Redshift 和 Aurora PostgreSQL,來存儲和分析地理空間數據。接下來,您將利用 DynamoDB 和 Athena 等服務,這些服務提供強大的內建地理空間功能,用於索引和查詢地理空間數據。本書充滿了實用的範例,以說明在雲端管理地理空間數據的好處。隨著進展,您將學會如何使用 Python 和 R 來分析和可視化數據,並利用 QuickSight 共享衍生的見解。最後幾章探討如何將常用平台如 AWS 上的開放數據、OpenStreetMap 和 ArcGIS 與 AWS 整合,以幫助您優化效率並提供持續學習的支持社群。到本書結束時,您將擁有在 AWS 上構建和管理自己的地理空間數據湖所需的工具和專業知識,以及應對地理空間數據管理挑戰和充分利用 AWS 服務所需的知識。