Predictive Modeling Through Spatial Analysis & Data Science

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10-14-2021 06:03 PM
by Anonymous User
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Watch the recording to learn how to uncover hidden patterns and improve predictive modeling with spatial analysis and data science.

In this session you will learn how spatial statistics in ArcGIS empowers you to answer questions confidently and make important decisions using more than simple visual analysis. In this session, we will look at a couple of scenarios that demonstrate the power of spatial analysis including deep learning, network analysis, buffers, barriers, and cost surface analysis. Additionally, we will conduct both raster and vector analysis and show you how to find patterns, facilitate collaboration, and accelerate your science with ArcGIS.

Links to resources:

Data Science Resources

Python Libraries

Spatial Statistics Hub site with resources

Spatial Data Science MOOC

Spatial Data Science Training Courses

Spatial Approaches to determine accessibility blog

Refugee Tents Detection Deep Learning Package

Network Analysis ModelBuilder Geoprocessing Tools Project Package

Creating a Hydrograph with a DEM Geoprocessing Tools Project Package

Tents, Latrines, and Washrooms within High-Risk Flood Zones

SDG 6: A Rohingya Refugee Camp Analysis Story

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