Data Mining with R Training Course

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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 3900PLN
(57)
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 7000PLN
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 3900PLN 7000PLN
2 3450PLN 5000PLN
3 3300PLN 4333PLN
4 3225PLN 4000PLN
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Szczecin, ul. Małopolska 23Tue, 2016-12-20 09:007000PLN / 4000PLN
Gdynia, ul. Ejsmonda 2Wed, 2016-12-28 09:007000PLN / 4200PLN
Zakopane ul. Jagiellońska 30 Wed, 2016-12-28 09:007000PLN / 4200PLN
Gliwice ul. Karola Marksa 11 Mon, 2017-01-02 09:007000PLN / 4200PLN
Rzeszów, Plac Wolności 13Wed, 2017-01-04 09:007000PLN / 4200PLN

Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
Zaawansowana administracja MySQL Kielce, ul. Warszawska 19 Tue, 2016-12-06 09:00 3416PLN / 2408PLN
Angular JavaScript Warszawa, ul. Złota 3/11 Tue, 2016-12-06 09:00 7425PLN / 3275PLN
Test Automation with Selenium Gdańsk, ul. Powstańców Warszawskich 45 Tue, 2016-12-06 09:00 7722PLN / 3624PLN
Visual Basic for Applications (VBA) for Analysts Poznan, Garbary 100/63 Tue, 2016-12-06 09:00 2772PLN / 1524PLN
Programming in WPF 4.5 Poznan, Garbary 100/63 Tue, 2016-12-06 09:00 6435PLN / 2293PLN
Graphic techniques (Adobe Photoshop, Adobe Illustrator) Wroclaw, ul.Ludwika Rydygiera 2a/22 Tue, 2016-12-06 09:00 4851PLN / 2740PLN
Excel Data Analysis Zielona Góra, ul. Reja 6 Tue, 2016-12-06 09:00 1485PLN / 995PLN
Programming in WPF 4.5 Kraków, ul. Rzemieślnicza 1 Tue, 2016-12-06 09:00 6435PLN / 2893PLN
Docker and Kubernetes Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2016-12-07 09:00 N/A / 4989PLN
Wzorce projektowe w Ruby Warszawa, ul. Złota 3/11 Mon, 2016-12-12 09:00 3465PLN / 2133PLN
Design Patterns in PHP Łódź, ul. Tatrzańska 11 Mon, 2016-12-12 09:00 3861PLN / 2531PLN
Oracle SQL for beginners Gliwice ul. Karola Marksa 11 Tue, 2016-12-13 09:00 4752PLN / 2583PLN
Administering a Drupal 7 Website Katowice ul. Opolska 22 Thu, 2016-12-15 09:00 1881PLN / 1102PLN
MongoDB for Developers Łódź, ul. Tatrzańska 11 Thu, 2016-12-15 09:00 4653PLN / 2151PLN
B2B Brand Management Warszawa, ul. Złota 3/11 Fri, 2016-12-16 09:00 2653PLN / 1084PLN
Prototypowanie interaktywnych makiet - Axure Szczecin, ul. Małopolska 23 Mon, 2016-12-19 09:00 5445PLN / 2101PLN
Docker for Developers and System Administrators Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2016-12-19 09:00 5445PLN / 3123PLN
Gimp Fundamentals Warszawa, ul. Złota 3/11 Tue, 2016-12-20 09:00 5485PLN / 2942PLN
Adobe Premiere Pro Warszawa, ul. Złota 3/11 Wed, 2016-12-21 09:00 4000PLN / 2400PLN
Marketing Analytics using R Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2017-02-08 09:00 11880PLN / 5010PLN

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