{"title":"Educational analytics. A new approach to improving the quality of the educational process","authors":"D. Oskin, A. Oskin","doi":"10.29003/M1848.978-5-317-06529-4/454-461","DOIUrl":null,"url":null,"abstract":"This article describes the trends in online education caused by the COVID-19 pandemic. The introduction of learning analytics into the educational process is substantiated. The main methods and tools of educational analytics are considered. Using a specific example, we will understand the construction and assessment of a student classification model using the high-level programming language Python.","PeriodicalId":13026,"journal":{"name":"Historical research in the context of data science: Information resources, analytical methods and digital technologies","volume":"24 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2020-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Historical research in the context of data science: Information resources, analytical methods and digital technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.29003/M1848.978-5-317-06529-4/454-461","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This article describes the trends in online education caused by the COVID-19 pandemic. The introduction of learning analytics into the educational process is substantiated. The main methods and tools of educational analytics are considered. Using a specific example, we will understand the construction and assessment of a student classification model using the high-level programming language Python.
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