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Data Mining and Data Warehousing

Data Mining and Data Warehousing Pre-Requisite:  Database Management Systems COURSE EDUCATIONAL OBJECTIVES (CEOs) :  Students will be enabled to understand and implement classical models and algorithms in data warehousing and data mining. They will learn how to analyze the data, identify the problems, and choose the relevant models and algorithms to apply. COURSE OUTCOMES (COs):  At the end of the course, students are able to CO 1 Understand the basic concepts of data warehouse & data mining. CO 2 Apply data pre-processing, generalization and data characterization techniques to provide suitable input for a range of data mining algorithms. CO 3 Analyze and provide solutions for real world problems using mining association techniques. CO 4 Examine the different classification & clustering techniques in data mining. CO 5 Apply data mining techniques to complex data objects like spatial data, multimedia data and web mining. TEXT BOO