Data Mining with R Training Course

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Course Language

This course is delivered in Polish or English.

Course Code

dataminr

Duration Duration

14 hours (usually 2 days including breaks)

Requirements Requirements

Good R knowledge.

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 2955PLN
(73)
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 2955PLN
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 8430PLN
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 2955PLN 2955PLN 8430PLN
2 2703PLN 2603PLN 5340PLN
3 2618PLN 2485PLN 4310PLN
4 2576PLN 2426PLN 3795PLN
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Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
Bydgoszcz, ul. Dworcowa 94Tue, 2016-08-09 09:003795PLN / 2496PLN
Rzeszów, Plac Wolności 13Tue, 2016-08-09 09:003795PLN / 2563PLN
Wroclaw, ul.Ludwika Rydygiera 2a/22Wed, 2016-08-10 09:003795PLN / 2459PLN
Zielona Góra, ul. Reja 6Thu, 2016-08-11 09:003795PLN / 2488PLN
Kielce, ul. Warszawska 19Tue, 2016-08-16 09:003795PLN / 2563PLN

Some of our clients