|1.||Deconstruct complex business problems into data mining and warehousing solutions, data requirements and data models using relational databases;|
|2.||Design and critically reflect upon data warehousing architecture and multidimensional data models using internal and external business data;|
|3.||Implement online analytical processing (OLAP) in SQL and devise business intelligence reports using data warehouses and OLAP; and,|
|4.||Critically evaluate big data processing frameworks and technologies, contextualise the use of NoSQL technologies, implement and critically evaluate streaming methods in big data processing.|
|Exercise||Collaborative learning Exercises - Group||25%|
|Project||Written project on data warehousing||40%|
|Exercise||Developing and evaluating a reporting solution - Group||35%|
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