DSCI 553 Foundations and Applications of Data Mining

Units: 4
Terms Offered: FaSpSm

Data mining and machine learning algorithms for analyzing very large data sets. Emphasis on System Building with Spark. Case studies.
Prerequisite: (DSCI 551 or CSCI 585) and (DSCI 552 or CSCI 567)
Recommended Preparation: Probability on the level of EE 364, linear algebra on the level of EE 141, and essential programming on the level of DSCI 510
Duplicates Credit in former INF 553
Instruction Mode: Lecture
Grading Option: Letter