Big Data in Education

开始时间: 04/22/2022 持续时间: Unknown

所在平台: CourseraArchive

课程类别: 教育

大学或机构: Columbia University(哥伦比亚大学)

授课老师: Ryan S.J.d. Baker

课程主页: https://www.coursera.org/course/bigdata-edu

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课程简介

Education is increasingly occurring online or in educational software, resulting in an explosion of data that can be used to improve educational effectiveness and support basic research on learning. In this course, you will learn how and when to use key methods for educational data mining and learning analytics on this data.

课程大纲

  • Prediction Modeling
  • Behavior Detection
  • Behavior Detector Validation
  • Relationship Mining
  • Discovery with Models
  • Visualization of Educational Data
  • Knowledge Inference
  • Structure Discovery: Knowledge Structures
  • Structure Discovery: Clustering and Factor Analysis
  • Educational Databases

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课程详情

Education is increasingly occurring online or in educational software, resulting in an explosion of data that can be used to improve educational effectiveness and support basic research on learning. In this course, you will learn how and when to use key methods for educational data mining and learning analytics on this data.

课程标签

大数据 在线教育 教育 教育领域的大数据 数据挖掘 教育数据挖掘 教育研究 在线教育研究 数据分析 教育数据分析 哥伦比亚大学

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