课程图谱

Natural Language Processing and Natural Language Understanding in Educational Research

所在平台: EdxArchive

课程类别: 其他类别

大学或机构: UTArlingtonX

授课老师： Pete Smith Henry Anderson

课程主页: https://www.edx.org/archive/natural-language-processing-natural-utarlingtonx-link-la-nlx

课程评论：没有评论

第一个写评论        关注课程

课程简介

An introduction to big language data, big language models, and “big compute” on unstructured data.

课程大纲

  • How to collect unstructured data in an educational environment for research purposes;
  • How to use NLP software to analyze a sample, unstructured data set;
  • Operational applications of Natural Language Processing (NLP) and Natural Language Understanding (NLU).

课程评论(0条)

课程详情

This course offers an overview of natural language processing (NLP) and natural language understanding (NLU) for educational practitioners, leaders, and researchers. This class introduces analysis of and analytical tools for research work with unstructured data such as student writing, responses to learner surveys, interview data, or audio and video recordings in an educational setting.

Topics will include an overview of:

  • examples of unstructured data in educational settings;
  • research problems and questions that can be addressed with natural language data and tools;
  • tools and techniques for preparation and analysis of unstructured educational data.

Course participants will also complete a short applied assignment with unstructured data and RapidMiner.

课程标签

0人关注该课程

主题相关的课程