This course will provide a comprehensive summary of how machine learning (ML) is being used to predict frictional failure events, the lab equivalent of earthquakes, and improve our understanding of the physics of catastrophic earthquakes on tectonic faults.
This course covers the fundamentals of data science, including data preprocessing, machine learning, and data visualization.
This course introduces the basics of seismology and explores the application of machine learning in seismic waveform analysis.