Data Mining with R Training Course

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Duration Duration

14 hours (usually 2 days including breaks)

Requirements Requirements

Good R knowledge.

Overview Overview

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


Course Code

dataminr

Bookings, Prices and Enquiries

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From $6600
(96)
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 $4300
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 $6600 $4300
2 $3750 $2525
3 $2800 $1933
4 $2325 $1638
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
BC, Vancouver - World Trade CenterThu, Apr 13 2017, 9:30 am$4300 / $6700
MB, Winnipeg - 201 Portage AvenueThu, Apr 13 2017, 9:30 am$4300 / $6800
NL, St. John's WestThu, Apr 13 2017, 9:30 am$4300 / $7300
PE, CharlottetownMon, Apr 17 2017, 9:30 am$4300 / $7300
AB, Calgary – One Executive PlaceMon, Apr 17 2017, 9:30 am$4300 / $6800

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