Big Data Analytics

Programme Highlights:

The programme aims to cover three key modules:

Data management infrastructure:

• Fundamentals of data management

• Data modeling and management for big data

• Technology infrastructure for big data: DFS, Map reduce & Hadoop

Analytics:

• Fundamentals of analytics: Classification, clustering and rule mining

• Personalization in e-commerce (recommender systems)

• Mining unstructured data (text, image and social network)

• Visual analytics: Basic and advanced constructs

• Exploratory visual analytics for understanding large data sets

• Design and development of dashboards

Analytic Strategies:

• Strategies for analytics

• Building and managing analytic organization

• Communicating the analytic results and storytelling with data