GeoAI in ArcGIS
Strictly by pre-registration only
What is this course about?
GeoAI is used in various industries and applications to tackle challenges and proactively seize opportunities. Explore how GeoAI is used to optimise crop yields, heighten community safety, streamline asset inspection, shorten emergency response times and more.
Course details
Location
Singapore
Duration
1 day
Level
Advanced
Category
ArcGIS Pro Workflows
CPD points
Are there any prerequisites?
Completion of Image Analysis and 3D Analyst courses or equivalent knowledge.
What skills will I learn?
After completing this course, you will be able to:
- Extract rich geospatial data with deep learning
- Perform predictive analysis using machine learning
- Improve data quality, consistency and accuracy
- Accelerate the time to situational awareness
- Bring location intelligence to decision-making
What can I expect?
- Course topics
1. What is GeoAI?
- What are the Benefits
- Deep learning
- Machine learning
- Getting started with deep learning in ArcGIS Pro
2. Deep learning pretrained model
- Using satellite images for deep learning
- Flooding analysis with deep learning
3. Detecting infrastructure risks with deep learning
- Building extraction using deep learning
- Landslide analysis with deep learning
4. Using Lidar data for deep learning
- Risk assessment analysis
- Classify utility data with deep learning
5. Using raster data for machine learning
- Determine living space using raster data