- Schedule of Classes - May 19, 2019 7:14PM EDT
- Course Catalog - May 19, 2019 7:15PM EDT
Course information provided by the Courses of Study 2018-2019. Courses of Study 2019-2020 is scheduled to publish mid-June.
An introduction to data science for engineers. The data science workflow: acquisition and cleansing, exploration and modeling, prediction and decision making, visualization and presentation. Techniques for different steps in the workflow including outlier detection, regression, change-point detection, and classification. An introduction to probability, focusing on Gaussian distributions and linear models. Methods for combining domain-agnostic data analysis tools with the types of domain-specific knowledge that are common in engineering. Programming projects in Python.
When Offered Fall.
Prerequisites/Corequisites Prerequisite: MATH 1920; CS 1110 or CS 1133.
Regular Academic Session. Choose one lecture and one discussion. Combined with: ENGRD 2720
Credits and Grading Basis
4 Credits Graded(Letter grades only)
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