Understand the concepts, architecture, and processes involved in building data warehouses.
Explore the basics of discovering patterns and knowledge from large data sets.
Learn techniques to clean, transform, and prepare data for mining.
Understand multidimensional data modeling and OLAP operations using data cubes.
Discover associations and frequent itemsets using various mining algorithms.
Apply models to classify data and predict future trends based on patterns.
Group data into clusters based on similarities and patterns.
Analyze graph structures and social networks to extract valuable insights.
Mine complex data types including spatial, multimedia, text, and web content.