Features, problems and prospects of Data Mining and Data Science application in educational management
Potential of Data Mining and Data Science technologies for systematically increasing the effectiveness of educational management and university science. Application of machine learning, deep machine learning to achieve breakthrough scientific results.
Подобные документы
Five main conditions for the transition from the pre-professional era to the era of professionalization and the formation of educational management culture are outlined. Significant shortcomings of organizational management mechanisms are singled out.
статья, добавлен 28.12.2020The use of new information technologies and competency-based approach in the educational process. Studying the problems of professional training of teachers of mathematics. The development of some methods of using Internet information technology.
статья, добавлен 26.04.2019Concept of deep practice (deliberate practice, error-focused practice) which is increasingly widely used in teaching different disciplines. Main characteristics, rules and the possibilities of its application in the sphere of learning foreign languages.
статья, добавлен 14.01.2019The implementation of a complex of information and communication technologies into the organization of the educational process. Realization of process of distance learning in educational institutions in situations of natural and technogenic uncertainty.
статья, добавлен 20.07.2024The specific features of independent foreign language learning in higher educational institutions. Building own educational trajectory - the key to forming a qualified specialist with a high level of self-actualization and ready for self-development.
статья, добавлен 07.11.2021Розробка дистанційного курсу по використанню технології програмування та принципів роботи системи Machine Learning. Моделі даних, алгоритми R, які використовуються для розробки комп’ютеризованих систем на основі даних без програмування їх поведінки.
статья, добавлен 19.01.2022Features of the introduction of information and communication technologies in all spheres of human activity, including in the educational process of higher education. Acquaintance with the main advantages and disadvantages of the combined training.
статья, добавлен 05.04.2019The article notes that immersive technologies represent a huge innovative potential in educational activities. They make learning interesting, interactive, and individualized, helping to develop the skills necessary to succeed in the modern world.
статья, добавлен 08.06.2024- 84. Digitalization of educational and scientific processes in the Ukrainian public discourse (1991-2023)
Modernization of education in Ukraine in the aspect of European integration. Consideration at the digitalization of the scientific process through the prism of the public reaction. The application of electronic textbooks and distance learning courses.
статья, добавлен 10.10.2024 The exploring the potential of the newly emerging social media application TikTok utilization in teaching English. TikTok is both a learning platform and a social network. This active learning method has unique features that attract students to use it.
статья, добавлен 03.02.2023Determine the features of the formation of the educational environment in the transition from the classical form of learning to distance learning during individual vocal lessons. Research and analysis of the value of using new effective teaching methods.
статья, добавлен 09.02.2022Familiarity with the features of the use of digital tools in the educational context. Consideration of digital tools that expand the possibilities of analog learning and offer other forms of learning. The essence of the concept of "independent learning".
статья, добавлен 17.12.2021The analyze the content of the concept of mobile education features and its effective usage in the new educational technologies. The major modern technologies of automated education. The possibilities of basic components and principles of mobile learning.
статья, добавлен 01.12.2017Highlights aspects of the strategic management of Czech higher educational institutions related to the process of internationalization. Studying the results of the analysis whıch has been carried out as a case study of Charles University in Prague.
статья, добавлен 01.02.2022Aspects of the application of information and computer technologies in educational processes to assess their effectiveness in European universities. Requirements of European educational standards that affect the structure and methods of teaching.
статья, добавлен 23.12.2020Personal development - the basis of a general educational process, which in modern pedagogical science is called teaching technology of person formation. Virtuality - one of the main issues which is a matter of controversy in the scientific community.
статья, добавлен 29.12.2020The purpose is to develop a model of blended learning for higher education institutions and to analyze the results of its implementation in the educational process. The problem of blended learning modeling to ensure high-quality vocational training.
статья, добавлен 11.07.2023Consideration of the problems of introducing information and communication technologies in education. General description of the activities of the Institute of Information Technologies and teaching aids of the Academy of Pedagogical Sciences of Ukraine.
статья, добавлен 05.04.2019- 94. Pedagogical strategies with immersive technologies for teaching and learning the Japanese language
Definition, substantiation of the main pedagogical strategies using immersive technologies. Study of the peculiarities of the use of immersive technologies by students of the Kyiv National University during their implementation of educational projects.
статья, добавлен 11.07.2023 Theoretical and practical information on the use of innovative technologies in training future teachers of computer science in the technology of "Collaborative learning". Development of digital and software-technological competencies in students.
статья, добавлен 10.10.2024The problems of increasing the effectiveness of the learning process due to the requirements for the lesson are studied. The theory of creative educational activity, creativity, the position of Gestalt psychology on holistic perception is considered.
статья, добавлен 13.06.2022Generalizing the experience of preparing scientific and pedagogical and scientific workers in educational and scientific institutions. Developing proposals on improvement of the main directions of the department’s activities for its development.
статья, добавлен 02.12.2020The idea of creating the Massachusetts Institute of Technology. Teaching and Learning. Water battle on campus. Requirements for science fulfilled as conditions for studies in engineering specialties. Promotion of knowledge in the field of science.
статья, добавлен 11.12.2021Assessing the importance of implementing a virtual learning environment Moodle in the educational process of future teachers of various disciplines. Analysis of the results of the introduction of Moodle and the benefits of learning using its resources.
статья, добавлен 12.10.2018The study of the features and essence of the web environment of distance learning. The implementation of web services and distance learning systems in the educational process of educational institutions of the country, including the Law Faculty of NAU.
статья, добавлен 16.09.2021