Instructional Design Data Mining

开始时间: 01/15/2018 持续时间: 8 weeks

所在平台: edX

课程类别: 其他类别

大学或机构: USMx

授课老师: Randy Hansen Eli Collins-Brown Jessica Levene

   

课程主页: https://www.edx.org/course/instructional-design-data-mining-usmx-university-maryland-university-ldt400x

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课程详情

Data driven decision-making systems allow instructional designers to engage in continuous improvement of course design to optimize student learning.

In this education and teacher training course, part of the Instructional Design and Technology MicroMasters program we will delve into data driven decision-making and you will learn data mining techniques to collect actionable data. You will learn how to analyze learner statistics to improve the impact of design and technology on learning. 

It’s important for instructional designers to have systematic plans for gathering data and learner analysis to guide ongoing course adjustments to improve teaching and learning. Data is critical to the continuous improvement process.

课程大纲

  • Data mining techniques
  • How to apply learning analytics to improve teaching and learning 
  • Basic principles of statistics
  • Emerging trends of adaptive and predictive learning models

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课程简介

Learn data mining techniques to assess the impact of design and technology on learning and create a continuous improvement process to enhance online courses.

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