GeoAI Essentials
GeoAI Essentials is a learning plan from Esri that focuses on integrating artificial intelligence (AI), machine learning (ML), and deep learning (DL) with GIS. It teaches how to apply GeoAI workflows to produce knowledge and solve geographic challenges.
This learning plan, GeoAI Essentials, provides a comprehensive introduction to Geospatial Artificial Intelligence (GeoAI) within the ArcGIS ecosystem. It focuses on the integration of AI, machine learning (ML), and deep learning (DL) with GIS to address complex geographic challenges and generate valuable insights.
The curriculum explores various GeoAI workflows, enabling participants to master tasks such as clustering and pattern detection, prediction and forecasting, and information extraction. These techniques are applied across diverse data types, including imagery, lidar, videos, and unstructured text data.
By completing this program, learners will gain essential skills to leverage advanced analytical methods for geospatial problem-solving, enhancing their ability to derive knowledge from complex spatial datasets.
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