Geospatial Deep Learning with arcgis.learn |

Attend this session to learn about deep learning, how it can be applied to GIS, the different types of geospatial deep learning models, and how you can train and use them using the arcgis.learn module of ArcGIS API for Python and ArcGIS Pro. This session will showcase the application of ArcGIS’s GeoAI capabilities across imagery, 3D, unstructured text, and feature, tabular, and time-series data and workflows.

📚 Resources
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arcgis.learn module: https://developers.arcgis.com/python/...

Questions? We'd love to answer them on Esri Community!
💬 Community forums: https://community.esri.com/t5/develop...

📹 More Esri Developer Summit 2024 videos
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Mediaspace (all): https://mediaspace.esri.com/channel/2...
YouTube:    • Esri Developer Summit 2024 | #EsriDevSummi...  

🕑 Chapters
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00:00 - Intro
01:28 - Intro to AI
02:46 - GeoAI
04:47 - GeoAI in ArcGIS
05:14 - An end-to-end GeoAI System
06:05 - Geospatial Deep Learning
09:08 - Pretrained Models
10:40 - Demo - Using Pretrained Models
22:47 - GeoAI Tools and Apps
23:55 - Accessing Deep Learning Capabilities in ArcGIS
24:34 - ArcGIS API for Python
25:56 - Why arcgis.learn?
26:59 - Demo - End-to-end Deep Learning
34:57 - GeoAI: Imagery
39:32 - Deep Learning Studio
41:07 - GeoAI: 3D and Point Cloud
41:46 - Demo - 3D Deep Learning
43:20 - GeoAI: Feature, Tabular, and Time series AI
46:41 - Feature and Tabular: Available Models
47:20 - Time series: Available Models
47:46 - AutoML: Concepts
48:28 - Demo - MLModel
51:13 - GeoAI - Text
52:03 - NLP Tasks for GIS
52:09 - Entity Recognizer
52:22 - Text Transformation
52:34 - Text Classifier
53:06 - An end-to-end GeoAI System
53:24 - Resources
53:59 - Q&A

👉 Follow us
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🔔 Subscribe to Esri Developers on YouTube:    / @esridevs  
🔴 Videos at Esri Mediaspace: https://bit.ly/3MXWbqq
❎ @EsriDevs on X: https://x.com/EsriDevs
❎ @EsriDevEvents on X: https://x.com/EsriDevEvents
❎ @EsriStartups: https://x.com/EsriStartups
🐙 GitHub: https://github.com/esri & https://github.com/EsriDevEvents

🏷️ Tags
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#developers #EsriDevSummit2024 #esri #arcgis #maps #mapping #esri-arcade #javascript #datavisualization