Machine Learning
Issued by
EarthScope Consortium
The earner of this badge completed a multi-day machine learning course from the Cascadia Region Earthquake Science Center (CRESCENT), focused on earthquake catalog building. They trained, deployed, and evaluated neural networks for seismic event detection, association, and location using AI-curated datasets.
- Type Experience
- Level Intermediate
- Time Days
- Cost Free
Skills
- Computational Skills
- Core Technical Skills
- Data Interpretation
- Data Management
- Data Set Curation
- Data Visualization
- Desire To Learn
- Earthquake Association
- Earthquake Location
- Earthquake Phase Picking
- Flexibility
- Machine Learning
- Model Deployment and Quality Control
- Neural Network Design Building and Training
- Neural Network Performance Metrics
- Problem Solving
- Python
- Systems Thinking
- Verbal Communication
Earning Criteria
-
Attended 100% of the course sessions and participated in all assigned activities and group discussions.