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Tutorial at AusDM 2018

This is a tutorial on R and Data Mining at the AusDM 2018 Conference, Charles Sturt University, Bathurst, Australia, 29 November 2018.

Prerequisite

Requirement

You will need to bring your own laptop. Please install the required software and R packages and download the datasets, slides and scripts below before coming to the course.

Outline

This is a tutorial on machine learning with R. It will cover four sessions below. Each session will be of 45 minutes, composed of a 35-minute tutorial and a 10-minute lab.

  • R Programming:
    basics of R language and programming, parallel computing, and data import and export
  • Association Rule Mining with R:
    mining and selecting interesting association rules, redundancy removal, and rule visualisation
  • Text Mining with R:
    text mining, word cloud, topic modelling, and sentiment analysis,
  • Social Network Analysis with R:
    graph construction, graph query, centrality measures, and graph visualisation

Contact

If you have any questions or feedback, please do not hesitate to contact me on yanchang <at> RDataMining.com. Thanks.

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MLwR.zip
(5513k)
Yanchang Zhao,
Nov 26, 2018, 4:37 AM
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RDM-scripts.zip
(11k)
Yanchang Zhao,
Nov 26, 2018, 4:40 AM
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Yanchang Zhao,
Nov 26, 2018, 4:39 AM
Ċ
Yanchang Zhao,
Nov 26, 2018, 4:39 AM
Ċ
Yanchang Zhao,
Nov 26, 2018, 4:39 AM
Ċ
Yanchang Zhao,
Nov 26, 2018, 4:39 AM