学生对使用机器学习算法的电子学习的准备情况和促进者的感知分析

Surendra Tiwari, S. K. Srivastava, Sunil Upadhyay
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引用次数: 2

摘要

电子学习是一种通过手机、电脑、平板电脑支持教师、学生和工作管理人员的工具。它利用互联网、卫星、VSAT和网络技术来实施电子学习。e- Learning在全球范围内提供全天候的学习环境。E-Learning帮助教育机构填补了两个不同地理位置的教师和学生之间的差距。硬件、软件的低成本、多媒体技术的发展以及对廉价互联网服务需求的增加,使得电子学习在世界的每个角落都能负担得起。它允许来自农村和城市地区的学生随时连接。该技术提供在线和离线学习内容。学生可以在24 * 7的环境中通过手机和电脑访问学习内容。在印度,青年扮演着重要的角色,青年也是印度人口的主要组成部分。因此,学习是满足人口增长需求的一种工具。电子教育帮助大学招收了大量来自世界各地的学生,帮助学生和机构交流文化、货币、改善国际业务和全球就业援助。该项目侧重于电子学习中使用的各种新兴技术和模式,以改善学习和技能,并满足该国庞大人口的需求。目前的研究使用了数据科学的四种基本方法,即描述性方法、诊断方法、预测方法和透视方法。世界在生活和发展的各个领域都在进步,无论是技术、社会还是经济发展[12]。该项目的目的是提出一种模式,帮助中学和职业教育系统,使电子学习在学习、培训方面达到每个农村地区,并通过使用数据科学方法帮助帮助青年安置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Analysis of Students' Readiness and Facilitators' Perception Towards E-learning Using Machine Learning Algorithms
E-learning is a tool which supports teachers, students and working Executives through mobiles, Computers, tablets. It uses Internet, Satellite, VSAT and Web Technology to execute e-Learning. e- Learning provides 24 * 7 learning environment all over the world. E-Learning helps educational institutions to fill the gap between Teachers and Student in two different geographical locations. Low cost of hardware, software , development in multimedia technology and rise in demand of cheap internet services make e-learning affordable, reachable to every corner of the world. It allows students from rural as well as urban areas to connect anytime. This technology deliver online and offline learning content. Students can access learning content through mobiles and computers in 24 * 7 environments. In India youth play an important role and also youth contribute its major population. So e learning is a tool that caters the need of growing population. E-leaning helps Universities to enroll large numbers of students from all over the world that helps students and Institutions to exchange culture, currency and improve international business and global placement assistance. This project focuses on various emerging technologies and models used in e-learning to improve the learning and skills and to cater the large population of the country. The current study uses the four basics of data science approach i.e. descriptive approach, Diagnostic approach, predictive and perspective approach. World is progressing in all spheres of life and its developments be it technological Social or economic development [12]. Purpose of this project is to suggest a model that helps secondary and vocational education system so that e-leaning reached to every rural area in term of learning, training and helps in assisting placement to young youth by the use of data Science approach.
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