Data Mining with R Training Course

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Course Code

dataminr

Duration Duration

14 hours (usually 2 days including breaks)

Requirements Requirements

Good R knowledge.

Course Outline Course Outline

Sources of methods

  • Artificial intelligence
  • Machine learning
  • Statistics
  • Sources of data

Pre processing of data

  • Data Import/Export
  • Data Exploration and Visualization
  • Dimensionality Reduction
  • Dealing with missing values
  • R Packages

Data mining main tasks

  • Automatic or semi-automatic analysis of large quantities of data
  • Extracting previously unknown interesting patterns
    • groups of data records (cluster analysis)
    • unusual records (anomaly detection)
    • dependencies (association rule mining)

Data mining

  • Anomaly detection (Outlier/change/deviation detection)
  • Association rule learning (Dependency modeling)
  • Clustering
  • Classification
  • Regression
  • Summarization
  • Frequent Pattern Mining
  • Text Mining
  • Decision Trees
  • Regression
  • Neural Networks
  • Sequence Mining
  • Frequent Pattern Mining

Data dredging, data fishing, data snooping


Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From 3650EUR
(4)
Private Classroom Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 2950EUR
Request quote

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom Private Remote
1 3650EUR 2950EUR
2 2225EUR 1825EUR
3 1750EUR 1450EUR
4 1513EUR 1263EUR
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Nicosia, Jacovides TowerThu, 2017-02-09 09:302950EUR / 3950EUR
Valletta, Swatar City business centre Tue, 2017-02-14 09:302950EUR / 4050EUR
Riga, Old TownTue, 2017-02-28 09:302950EUR / 3950EUR
Kiev, Holosiyvskiy Park Tue, 2017-02-28 09:302950EUR / 3650EUR

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