Data Mining with R Training Course

Course CodeCourse Code

dataminr

Duration Duration

14 hours (usually 2 days including breaks)

Requirements Requirements

Good R knowledge.

Overview Overview

R is an open-source free programming language for statistical computing, data analysis, and graphics. R is used by a growing number of managers and data analysts inside corporations and academia. R has a wide variety of packages for data mining.

Course OutlineCourse 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

TestimonialsTestimonials

Dużo zagadnień, które można zgłębić po szkoleniu

Klaudia Kłębek

very tailored to needs

Yashan Wang - MoneyGram International

Bookings, Prices and EnquiriesBookings, Prices and Enquiries

Guaranteed to run even with a single delegate!
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
From 7000PLN
Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

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 Private Remote
1 7000PLN
2 5000PLN
3 4333PLN
4 4000PLN
Public Classroom
From 3900PLN
(77)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised

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
1 3900PLN
2 3450PLN
3 3300PLN
4 3225PLN
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Related Categories

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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Rzeszów, Plac Wolności 13Mon, 2018-02-05 09:007000PLN / 3900PLN
Szczecin, ul. Sienna 9Mon, 2018-02-05 09:007000PLN / 4000PLN
Częstochowa, ul. Wały Dwernickiego 117/121Tue, 2018-02-06 09:007000PLN / 4200PLN
Poznan, Garbary 100/63Tue, 2018-02-06 09:007000PLN / 3900PLN
Kraków, ul. Rzemieślnicza 1Tue, 2018-02-06 09:007000PLN / 4300PLN

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