Data Mining with R Training Course

Course CodeCourse Code

dataminr

Duration Duration

14 hours (usually 2 days including breaks)

Requirements Requirements

Good R knowledge.

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

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 CA$4300
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 CA$4300
2 CA$2525
3 CA$1933
4 CA$1638
Public Classroom
From CA$6440
(99)
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 CA$6440
2 CA$3670
3 CA$2747
4 CA$2285
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Upco...Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Halifax - Purdy's WharfTue, Dec 5 2017, 9:30 amCA$4300 / CA$6690
Brampton - Brampton County CourtWed, Dec 6 2017, 9:30 amCA$4300 / CA$6560
Burnaby - MetrotownWed, Dec 6 2017, 9:30 amCA$4300 / CA$6630
Toronto - Toronto StreetWed, Dec 6 2017, 9:30 amCA$4300 / CA$6690
Ottawa - 343 PrestonWed, Dec 6 2017, 9:30 amCA$4300 / CA$6720

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