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Geospatial Data Analytics on AWS
book

Geospatial Data Analytics on AWS

by Scott Bateman, Janahan Gnanachandran, Jeff DeMuth
June 2023
Intermediate to advanced
276 pages
6h 45m
English
Packt Publishing
Content preview from Geospatial Data Analytics on AWS

11

Geospatial Machine Learning with SageMaker

Amazon Web Services (AWS) provides a wide range of services and applications that can be used for machine learning (ML). ML can generally be thought of as using computers to make predictions based on probabilities and correlations between data. This chapter will outline some common ways geospatial data is used to feed ML models to make predictions.

This chapter will teach you how to recognize opportunities to use ML for geospatial workloads and understand some of the options available to implement. In this chapter, we will talk about using Python with SageMaker for extract, transform, and load (ETL), analytics, and ML, as well as SageMaker’s native geospatial capabilities. We will cover some popular ...

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Publisher Resources

ISBN: 9781804613825