Course Description
This course introduces the latest development of data engineering techniques, including data query processing (e.g., multi-dimensional data, sequence data, and spatial-temporal data) in cloud computing and HPC environments. Students will learn study and learn how to formulate and investigate the state-of-the-art problems and solutions on related topics.
Intended Learning Outcomes
CILO-1: Apply various query processing methods for big data processing, such as network data, spatial data, spatio-temporal, to analyse and design computer systems.
CILO-2: Evaluate and analyse current trends and emerging data engineering techniques in cloud computing and HPC environments.
CILO-3: Design and implement programs for big data applications using advanced data structures, algorithms, indexing techniques, and distributed processing frameworks.