Data Mining with R Training Course

Primary tabs

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.

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


Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From $5790
(115)
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 $5790
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From $3490
Request quote
SelfStudy SelfStudy
Self-study courses allow you to learn at your own pace on your own time. There is no live instructor involved. The participants use recorded video, quizzes and reading at their own convenience.
Price not set yet
Register Interest

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 $5790 $5790 $3490
2 $3265 $3190 $2040
3 $2423 $2323 $1557
4 $2003 $1890 $1315
Cannot find a suitable date? Choose Your Course Date >>
Too expensive? Suggest your price

Related Categories


Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
SQL Fundamentals Remote Course Tue, Jul 12 2016, 9:30 am $750 / N/A

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
PE, CharlottetownMon, Jun 13 2016, 9:30 am$3490 / $6490
QC, Montreal - University StreetMon, Jun 13 2016, 9:30 am$3490 / $6490
BC, Burnaby Tue, Jun 14 2016, 9:30 am$3490 / $5890
AB, Calgary – One Executive PlaceTue, Jun 14 2016, 9:30 am$3490 / $5990
BC, Victoria - The AtriumTue, Jun 14 2016, 9:30 am$3490 / $6190

Some of our clients