Data Mining with R Training Course

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Course Language

This course is delivered in English.

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


Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From £2250
(57)
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.
From £2250
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From £1850
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 Classroom Private Remote
1 £2250 £2250 £1850
2 £1435 £1420 £1220
3 £1163 £1143 £1010
4 £1028 £1005 £905
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Drupal 7 for Developers Bristol, Temple Gate Wed, 2016-08-31 09:30 N/A / £2333
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Introduction to Semantic MediaWiki London, Barbican Wed, 2016-09-14 09:30 £980 / £1330
Solr for Developers Oxford Wed, 2016-10-12 09:30 £2723 / £3648

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
London, BarbicanMon, 2016-09-12 09:30£1850 / £2550
Swansea- Princess HouseMon, 2016-09-12 09:30£1850 / £2250
Plymouth Drake CircusWed, 2016-09-14 09:30£1850 / £2250
Birmingham Mon, 2016-09-26 09:30£1850 / £2575
Bristol, Temple GateMon, 2016-09-26 09:30£1850 / £2550

Some of our clients