Getting started with GeoAI | GeoDev

Join this channel to get access to the perks:
   / @geodev  

Deep learning for earth observation Github repo: https://github.com/iamtekson/deep-lea...

geospatial machine learning Github repo: https://github.com/iamtekson/geospati...

getting started with TensorFlow guideline: https://developmentseed.org/tensorflo...

Timestamps:
0:00 Intro
0:54 What is GeoAI?
3:07 Evolution of GeoAI
8:56 Key components of GeoAI
10:14 Artificial Intelligence types
14:43 Input data requirement for ML models
15:34 Basic workflow of Machin Learning
19:32 Challenges in GeoAI
20:41 Problems with beginners
23:08 Step by Step suggestion for getting started with GeoAI
27:52 Water bodies detection from satellite imagery (demo usecase)
41:41 Q&A

#geoai #artificialintelligence #geospatial

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Here are some playlists that you might be interested in:
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End to End deep learning using GEE dataset:    • End to End Deep Learning | From data ...  
Deep Learning for Satellite Imagery:    • Deep learning for satellite imagery |...  
Machine learning from the basic:    • Machine Learning for geospatial data  
Historical Imagery Processing:    • Historical Imagery processing | KH-9 ...  
Leaflet from basic to advance:    • Leaflet from basic to advance  
GeoServer with leaflet web-GIS:    • GeoServer and Leaflet Web-GIS  
GeoDjango project:    • Bookmark note on map | GeoDjango tuto...  
geoserver-rest:    • geoserver-rest  
GIS training in Nepali:    • Beginner GIS training in Nepali | Arc...  
LULC map production:    • LandUse Land Cover Map production || ...  
Geospatial analysis with python:    • GeoSpatial analysis with python  
GeoNode from basic to advance:    • GeoNode from basic to Advance  

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Check out my discounted courses at the following link:
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1. "Geospatial data analysis with python": https://www.udemy.com/course/geospati...
2. "Web GIS Development 2021": https://www.udemy.com/course/web-gis-...
3. "Web mapping and Web-GIS from Dev to Deploy 2021: GeoDjango": https://www.udemy.com/course/web-mapp...
4. "Introduction to Web Mapping and Web GIS 2020: GeoDjango": https://www.udemy.com/course/introduc...
5. Deep Learning Application for Earth Observation: https://www.udemy.com/course/deep-lea...
6. Geospatial Data Analysis with Python: https://www.udemy.com/course/geospati...

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