Data Mining with R Training Course

Primary tabs

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 $4450
(391)
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 $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 Remote
1 $4450 $3150
2 $2570 $1870
3 $1943 $1443
4 $1630 $1230
Cannot find a suitable date? Choose Your Course Date >>
Too expensive? Suggest your price

Related Categories


Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
New York (NYC) - Midtown Manhattan - Park Avenue & E48-49th (Grand Central)Mon, Apr 10 2017, 9:30 am$3150 / $5950
FL, Tampa - Wells FargoMon, Apr 10 2017, 9:30 am$3150 / $4800
MS, Flowood - Market StreetMon, Apr 10 2017, 9:30 am$3150 / $4450
NY, Brooklyn - DowntownMon, Apr 10 2017, 9:30 am$3150 / $5490
DE, Wilmington - DowntownMon, Apr 10 2017, 9:30 am$3150 / $5090

Course Discounts

Course Discounts Newsletter

We respect the privacy of your email address. We will not pass on or sell your address to others.
You can always change your preferences or unsubscribe completely.

Some of our clients