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Artificial Intelligence

Machine learning and deep learning can play a critical role in spatial problem solving in a wide range of application areas, from image classification to spatial pattern detection to multivariate prediction.

Table of contents


Machine Learning (ML) refers to a set of data-driven algorithms and techniques that automate the prediction, classification, and clustering of data.

Deep learning refers to a subset of machine learning composed of algorithms that permit software to train itself to perform tasks, like speech and image recognition, by exposing multilayered neural networks to vast amounts of data.

Note: you might also be interested in the Chatbots in the ArcGIS Platform page.





We have created a Artificial Intelligence Youtube playlist that we think it might be worth to you to save (how to save a Youtube Playlist).

On you will find and Esri Events you will find many technical talks.

Event Title Length
DirectionsMag Webinar (2019) Adopt Deep Learning Workflows in ArcGIS for Faster Analysis 56min 48secs
DevSummit 2019 The Forest for the Trees: Making Predictions using Forest-Based Classification and Regression 52min 33secs
DevSummit 2019 Integrating Machine Learning and Deep Learning with ArcGIS 28min 36secs
DevSummit 2019 Deep Dive into Machine Learning in ArcGIS Platform 4h 25min 31secs
DevSummit 2019 Using Deep Learning Models with ArcGIS to Extract Information from Imagery 51min 21secs
DevSummit 2019 Deep Learning Powered by Raster Analytics 11min 27secs
DevSummit 2019 Machine Learning in ArcGIS 1h 18secs
DevSummit 2019 Accelerating Outcomes with Machine Learning and Artificial Intelligence 28min 51secs
DevSummit 2018 Artificial Intelligence with Geo 1h 4min 17secs
DevSummit 2017 Using Deep Learning to Extract Feature Data from Imagery 1h 3min 46secs
DevSummit 2017 Getting Data Science with R and ArcGIS 59min 39secs
User Conference 2017 Microsoft AI 4min 48secs

You might also find interesting videos at Esri Industries, ArcGIS, etc


Find slides in or check on geonet.




Awesome projects

You might find some: live previews, videos from Esri Events and Esri Industries.


There is no specific group to talk about machine learning, so depending on what you are looking for we recommend you to search a place or group on GeoNet:

People you should know

Please find the ArcGIS Experts on this topic using this tool:

ArcGIS Experts Tool Screenshot

They don't work on the support team and some may even not work at Esri, but they are opening some projects and sharing insights related to this technology so we recommend you to follow them.


More news:

Additional resources

Probably not all the resources are in this list, please use the ArcGIS Search tool looking for: "machine learning".

Localized resources



Title Length
DataScience Toolbox e integración con ArcGIS y Machine Learning 2 Nov. 2017
Cómo adoptar una estrategia de éxito en Big Data y Artificial Intelligence con AWS - CEsri17 2 Nov. 2017
Spatial Data Science con R 28 Jul. 2016

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