DSC 208R. Data Management for Analytics (4 units)
Link to catalog page: https://catalog.ucsd.edu/courses/DSC.html#dsc208r
Description
Principles, techniques, and tools for organizing, storing, querying, transforming, and using data for analytics and machine learning computations at scale; including the relational data model, relational algebra, database system features for faster querying, and non-relational data systems. Introduction to data quality issues, data cleansing, cluster and cloud computing, and transformation for feature engineering. Evaluation of analytics results including reasoning about bias and fairness. This is a distance education course. Prerequisites: DSC 207R. Restricted to major code DS77. All other students with graduate standing may be considered as space permits.
Prerequisite courses
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Successor courses
DSC 208R is a prerequisite of the following 4 courses: