CVEG 54403 — Data Analysis and Machine Learning
The purpose of this course is to provide students with a solid background in the application of common statistical/econometric analysis techniques and related statistical modeling. This course emphasizes the empirical application of statistical techniques, but underlying theories and their limitations will also be discussed and simple derivations will be performed in class. The class will focus on applications of modeling techniques through the use of technical computing software including Matlab and KNIME. Students from all areas of engineering and other broad disciplines are welcome. Prerequisite: Graduate Standing. (Typically offered: Spring)