Geospatial Data Analytics on AWS

Build an end-to-end geospatial data lake in AWS using popular AWS services such as RDS, Redshift, DynamoDB, and Athena to manage geodata Purchase of the print or Kindle book includes a free PDF eBook.

Key Features

• Explore the architecture and different use cases to build and manage geospatial data lakes in AWS
• Discover how to leverage AWS purpose-built databases to store and analyze geospatial data
• Learn how to recognize which anti-patterns to avoid when managing geospatial data in the cloud

Book Description

What you will learn

• Discover how to optimize the cloud to store your geospatial data
• Explore management strategies for your data repository using AWS Single Sign-On and IAM
• Create effective SQL queries against your geospatial data using Athena
• Validate postal addresses using Amazon Location services
• Process structured and unstructured geospatial data efficiently using R
• Use Amazon SageMaker to enable machine learning features in your application
• Explore the free and subscription satellite imagery data available for use in your GIS

Who this book is for

If you understand the importance of accurate coordinates, but not necessarily the cloud, then this book is for you. This book is best suited for GIS developers, GIS analysts, data analysts, and data scientists looking to enhance their solutions with geospatial data for cloud-centric applications. A basic understanding of geographic concepts is suggested, but no experience with the cloud is necessary for understanding the concepts in this book.