Use of Big Data technologies in business process management of second-tier banks in Kazakhstan
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Keywords:
automation, technologies, platforms, databases, big data, structured data, unstructured data, weakly structured data, sensor data, financial data, social media data, mobile data, fraud, segmentationAbstract
The article is devoted to the use of modern Big Data technologies in the management of business
processes of second-tier banks in Kazakhstan. At the same time, the main tools of Big Data technologies are
considered: Hadoop, MapReduce, and Data Mining. The classification of databases according to the preserved
type of information is presented. The article also describes the main directions of «Data Mining» in the work
of overdue debt management. In addition, there are tasks that can be solved with the help of «Data Mining»
technologies for the banking sector of Kazakhstan