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
(77)
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 2603PLN 2603PLN 5340PLN
3 2485PLN 2485PLN 4310PLN
4 2426PLN 2426PLN 3795PLN
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Course Discounts

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Java Spring Gdańsk, ul. Powstańców Warszawskich 45 Mon, 2016-09-12 09:00 7039PLN / 5153PLN
Java Spring Poznan, Garbary 100/63 Mon, 2016-09-12 09:00 7039PLN / 4961PLN
Access Intermediate Bydgoszcz, ul. Dworcowa 94 Tue, 2016-09-13 09:00 1218PLN / 910PLN
Conflict Management Bielsko-Biała, Al. Armii Krajowej 220 Tue, 2016-09-13 09:00 2112PLN / 1315PLN
Java Spring Warszawa, ul. Złota 3/11 Mon, 2016-09-19 09:00 7039PLN / 4961PLN
Java Performance Gdynia, ul. Ejsmonda 2 Mon, 2016-09-19 09:00 4150PLN / 2866PLN
Java Spring Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2016-09-19 09:00 7039PLN / 4961PLN
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Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
Gdynia, ul. Ejsmonda 2Wed, 2016-09-14 09:003795PLN / 2538PLN
Bydgoszcz, ul. Dworcowa 94Thu, 2016-09-15 09:003795PLN / 2496PLN
Tarnów ul. Kościuszki 10 Thu, 2016-09-15 09:003795PLN / 2563PLN
Zielona Góra, ul. Reja 6Tue, 2016-09-20 09:003795PLN / 2488PLN
Zakopane ul. Jagiellońska 30 Wed, 2016-09-21 09:003795PLN / 2563PLN

Some of our clients