Big data technology in education

Abstract

The article discusses the implementation of big data in the educational process of higher education. The authors, analyzing a large amount of data, referring to the types of services provided by e-government, indicate that there are many pressing problems, many services are not yet automated. In order to improve the professional training of teachers of Computer Science of the L.N. Gumilyov Eurasian National University, educational programs and courses have been developed 7M01514 — «Smart City technologies», «Big Data and cloud computing» and 7М01525 — «STEM-Education», «The Internet of Things and Intelligent Systems «on the theoretical and practical foundations of big data and introduced into the educational process. The arti-cle discusses several types of programs for teaching big data and analyzes data on the implementation of big data in some educational institutions. For the introduction and implementation of special courses in the educational process in the areas of magistracy in the educational program Computer Science, the curriculum, educational and methodological complex, digital educational resources are considered, as well as hardware and software that collects, stores, sorts big data, well as the introduction into the educational process of theoretical foundations and methods of using the developed technical and technological equipment.

Feature Selection with Optimal Stacked Sparse Autoencoder for Data Mining

“…Serik et al [11] suggest the incorporation of techniques like data analysis and artificial intelligence (AI) methods, with learning management systems to enhance learning. These goals are defined in novel normality which tries to find a strong education system, where particular activity can be performed in an online system, amongst technique allows the student to have a virtual assistant to assist them in their learning.…”