GEOL 531
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Geoscience Data Analysis
Course Description
Basic scientific computing skills in Python, and application of statistical and numerical modeling techniques to geoscientific problems.
When Taught
Fall
Min
3
Fixed/Max
3
Fixed
3
Fixed
0
Other Prerequisites
Stat 121 or equivalent.
Title
Python proficiency
Learning Outcome
Students will demonstrate basic proficiency at computer programming in the Python language.
Title
Visualizing and analyzing data
Learning Outcome
Students will demonstrate the ability to use Python for visualizing and analyzing univariate, bivariate, and multivariate geoscientific data, and to interpret the results.
Title
Machine learning proficiency
Learning Outcome
Students will demonstrate proficiency in using basic machine-learning techniques for classification and regression problems.
