07b Machine Learning: Clustering Limitations
Motivation for advanced clustering methods, beyond the typical k-means clustering method in inferential machine learning.
Subsurface Machine Learning, is an undergraduate / graduate course that I teach once a year at The University of Texas at Austin. We build from fundamental spatial / subsurface, geoscience / engineering modeling, probability, statistics, feature engineering and selection, inferential and predictive machine learning. From linear regression to generative adversarial networks, I provide accessible content to help you face the digital revolution!
Learn more me and my research program at The University of Texas at Austin at www.michaelpyrcz.com.
I hope you find this course content useful,
Michael Pyrcz
Associate Professor
Cockrell School of Engineering
Jackson School of Geosciences
The University of Texas at Austin