Intelligent Systems Engineering
E522 HPC and Cloud Computing for Large Scale Image Applications
Prerequisite(s): ENGR-E 534, SPEA-E 519, GEOG-G 535, or GEOG-538 recommended. Java and Python will be used as programming languages. Understanding of machine learning and/or image processing is helpful.
This course describes big data techniques for sensors and remote sensing explaining how one architects analysis systems for sensors and remote imagery. Algorithms, software systems, and storage issues are addressed. The impact of user interfaces is covered. Streaming and batch examples from satellite, internet of things and physics data.