4min chapter

The MapScaping Podcast - GIS, Geospatial, Remote Sensing, earth observation and digital geography cover image

From Pixels to Patterns: AI in Spatial Analysis

The MapScaping Podcast - GIS, Geospatial, Remote Sensing, earth observation and digital geography

CHAPTER

Deep Learning: A Reasoning Engine

The neural network is a statistical inference machine. All it's doing, in this case, the all seems reductive. But what it is doing is extracting patterns from raw data and inferring them. It creates a model that is too complicated to express in mathematical terms by a mathematician sitting at the problem and looking at it. The neural network gets extremely complex and requires a lot of parameters.

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