CAS 772 / Mobile Data Analytics

3 unit(s)

With the prevalence of wireless technologies and broadband access, untethered mobile and wearable devices have become an essential part of everyday life. The deluge of multimodality, high volume, streaming and in some cases unstructured spatial-temporal data from mobile devices poses serious challenges to algorithm and system design to extract timely information and actionable items. This class aims to cover selected topics on data acquisition, sensor signal processing, machine learning techniques, data management and processing systems pertaining to mobile data analytics as well as state-of-the-art research in this area.