INF 553 Foundations and Applications of Data Mining

Units: 4
Data mining and machine learning algorithms for analyzing very large data sets. Emphasis on Map Reduce. Case studies.
Recommended Preparation: INF 550, INF 551 and INF 552. Knowledge of probability, linear algebra, basic programming, and machine learning.
Instruction Mode: Lecture
Grading Option: Letter