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All Geoscientists, including those with no previous experience in either machine learning or geostatistics.
Understanding the fundamentals of machine learning and geostatistics.
This two-part course will provide a short, yet thorough, introduction to machine learning (ML) in a geoscience context that will lead into geostatistics. It will provide information on the basic principles of Machine Learning, the recent applications within the industry using this technique, and a focused outline, with resources, for geologists to begin their projects.
Via case-studies, short lectures and demonstrations, we will cover:
We would like to stress realistic expectations on the breadth and depth of this topic. This short course aims to provide a stepping stone for geoscientists, with a wealth of accompanying resources as guidance to apply to existing data-heavy problems.
There are a limited number of discounted registrations available for students on a first-come, first-served basis. If a discounted space is still available, it will show up during the online registration process. If discounted spots are no longer available, you may register at the full fee; if we are able to add additional discounted spots, we will refund the difference at that time.