The University of Texas at Austin 3 credits Petroleum and Geosystems Engineering
Explore basic frequentist and Bayesian probability and statistics, confidence and significance models, multivariate and spatial correlated features, feature engineering, spatial debiasing and estimation, stochastic simulation, uncertainty modeling, basic machine learning, and optimum decision making in the presence of uncertainty. Examine applications to spatial problems such as geology and subsurface resource development. Petroleum and Geosystems Engineering 337 and 338 may not both be counted. Three lecture hours a week for one semester. Pre/Corequisites: The following coursework with a grade of at least C- in each: Mathematics 408D or 408M and Petroleum and Geosystems Engineering 311 (or 310). Restrictions: Restricted to geosystems engineering and hydrogeology and petroleum engineering majors.
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