Data Science and Machine Learning Methods in the Geosciences

3 Credits

An introduction to data science and machine learning methods in Python using examples in the Earth Sciences. Students will be exposed to both the theory as well as implementation considerations when conducting data science analysis in geoscience topics. This course is taught concurrently at graduate and undergraduate levels. The graduate version includes a final research project requirement, whereas the undergraduates must only complete research proposal.