Uncertainty and Variability in Geology
Another technical note in the Art of Science series by Dan Cornford of IGI Ltd. Uncertainty and variability are often confused. The former represents a state of our minds, the later a state of nature.
Managing Director & Data Scientist
Another technical note in the Art of Science series by Dan Cornford of IGI Ltd. Uncertainty and variability are often confused. The former represents a state of our minds, the later a state of nature.
The second article in the “Art of Science” series, by Dan Cornford. This article extends the initial article which reviewed the notion of clustering and looks at some of the practical implications. IntroductionRecently we have added k-means clustering to p:IGI+, to supplement the data exploration capabilities of the software.
A short note by Dan Cornford on the place of machine learning in the geosciences, part of the Art of Science series of technical notes. Please click here to read the full technical note:
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An article in the “Art of Science” series, by Dan Cornford exploring and explaining the use of statistics, machine learning and more widely data science in the geosciences. IntroductionRecently we have added k-means clustering to p:IGI+, to supplement the data exploration capabilities of the software.
In this article, which extends the piece in our newsletter, we explore what Principal Components Analysis (PCA) is, where it is useful, address some key points to be aware of in usage, and describe how to undertake PCA in p:IGI+.