Data Mining

An introduction to data mining methods and applications, basic concepts and tools for data mining, including data sources, data preprocessing, data cleaning tools, data warehouse, association, classification, and methods, mainstream algorithms for data mining, statistical modeling, and popular tools for mining structured data, unstructured data, and specific data types such as time-series, social networks, multimedia, and Web data.