DSC 148. Introduction to Data Mining (4 units)
Link to catalog page: https://catalog.ucsd.edu/courses/DSC.html#dsc148
Description
This course mainly focuses on introducing current methods and models that are useful in analyzing and mining real-world data. It will cover frequent pattern mining, regression and classification, clustering, and representation learning. All participants should be comfortable with programming, and with basic optimization and linear algebra. Prerequisites: DSC 40B or CSE 12, DSC 80 or CSE 15L, MATH 180A or MATH 181A or MATH 183 or CSE 103 or ECE 109 or ECON 120A. Students may not receive credit for DSC 148 and CSE 158 or CSE 158R. Restricted to students within the DS25 major. All other students will be allowed as space permits.
Prerequisite courses
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Successor courses
DSC 148 is a prerequisite of the following 2 courses: