Advanced Big Data Analytics

This course starts with big data modeling and management systems for real-time and semi_x0002_structured data. Systems and tools discussed include: AsterixDB, HP Vertica, Impala, Neo4j, Redis, SparkSQL. Machine learning algorithms and scaling up for big data is subsequently presented as well as topics including cluster analysis, association analysis, and graph analytics including connectivity, community, and centrality analytics. Computing platforms for graph analytics for large scale graph processing are also investigated with example including analysis of data acquired Internet of Things (IoT) devices.