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.

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 $4930
(29)
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 $4930
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From $3150
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 $4930 $4930 $3150
2 $2810 $2760 $1870
3 $2103 $2037 $1443
4 $1750 $1675 $1230
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Related Categories


Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
Excel VBA Introduction FL, Aventura - Corporate Center Tue, Sep 13 2016, 9:30 am $1780 / $3460
ORACLE PL/SQL Fundamentals CA, San Diego - Stonecrest IV Mon, Sep 26 2016, 9:30 am $4950 / $7190

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
MT, Bozeman - Downtown BozemanMon, Sep 12 2016, 9:30 am$3150 / $5600
New York (NYC) - Midtown Manhattan - Park Avenue & E48-49th (Grand Central)Mon, Sep 12 2016, 9:30 am$3150 / $5950
VT, BurlingtonMon, Sep 19 2016, 9:30 am$3150 / $5400
CO, Denver - Colorado Boulevard CenterMon, Sep 26 2016, 9:30 am$3150 / $4950
CheyenneWed, Sep 28 2016, 9:30 am$3150 / $5440

Some of our clients