Data Mining with R Training Course

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Course Language

This course is delivered in German or 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


Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From 1895EUR
(7)
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 1895EUR
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 2060EUR
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 1895EUR 1895EUR 2060EUR
2 1248EUR 1223EUR 1305EUR
3 1032EUR 998EUR 1053EUR
4 924EUR 886EUR 928EUR
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Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
Excel Advanced with VBA Basel Mon, 2016-10-24 09:30 1500EUR / 2150EUR

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
ZürichWed, 2016-10-19 09:302060EUR / 2560EUR
BaselFri, 2016-11-04 08:001545EUR / 1895EUR
BernTue, 2016-11-29 09:302060EUR / 2560EUR

Some of our clients