MIE524H1: Data Mining


Introduction to data mining and machine learning algorithms for very large datasets; Emphasis on creating scalable algorithms using MapReduce and Spark, as well as modern machine learning frameworks. Algorithms for high-dimensional data. Data mining and machine learning with large-scale graph data. Handling infinite data streams. Modern applications of scalable data mining and machine learning algorithms.

MIE350H1 or equivalent; MIE236H1/ECE286H1/ECE302H1 or equivalent; MIE245H1 or equivalent
42.7 (Fall), 42.7 (Winter), 85.4 (Full Year)