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.

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
(104)
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 $3490
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 $5790 $3490
2 $3265 $2040
3 $2423 $1557
4 $2003 $1315
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
ON, Ottawa – Albert & MetcalfeWed, Dec 21 2016, 9:30 am$3490 / $6090
BC, Vancouver - YaletownThu, Dec 22 2016, 9:30 am$3490 / $5990
QC, Montreal - University StreetTue, Dec 27 2016, 9:30 am$3490 / $6490
NB, Saint JohnWed, Dec 28 2016, 9:30 am$3490 / $6490
AB, Edmonton - First Edmonton PlaceWed, Dec 28 2016, 9:30 am$3490 / $6190

Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
Web Application Performance Testing with JMeter Remote Course Thu, Dec 15 2016, 9:30 am $1822 / N/A
WebServices with SOAP and WSDL Basics Remote Course Tue, Dec 20 2016, 9:30 am $3406 / N/A

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