Introduction to Machine Learning Training Course

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Course Language

This course is delivered in English.

Course Code

mlintro

Duration Duration

7 hours (usually 1 day including breaks)

Overview Overview

This training course is for people that would like to apply basic Machine Learning techniques in practical applications.

Audience

Data scientists and statisticians that have some familiarity with machine learning and know how to program R. The emphasis of this course is on the practical aspects of data/model preparation, execution, post hoc analysis and visualization. The purpose is to give a practical introduction to machine learning to participants interested in applying the methods at work

Sector specific examples are used to make the training relevant to the audience.

Course Outline Course Outline

  • Naive Bayes
  • Multinomial models
  • Bayesian categorical data analysis
  • Discriminant analysis
  • Linear regression
  • Logistic regression
  • GLM
  • EM Algorithm
  • Mixed Models
  • Additive Models
  • Classification
  • KNN
  • Ridge regression
  • Clustering

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From $4150
(116)
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 $4150
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From $2250
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SelfStudy SelfStudy
Self-study courses allow you to learn at your own pace on your own time. There is no live instructor involved. The participants use recorded video, quizzes and reading at their own convenience.
Price not set yet
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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 $4150 $4150 $2250
2 $2395 $2320 $1370
3 $1810 $1710 $1077
4 $1518 $1405 $930
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Course Discounts

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
ON, Oakville - Glen AbbeyThu, Jul 14 2016, 9:30 am$2250 / $4180
NS, Halifax - Hampton InnMon, Jul 18 2016, 9:30 am$2250 / $4250
BC, Vancouver Park PlaceThu, Jul 21 2016, 9:30 am$2250 / $4200
ON, London - London City CentreTue, Jul 26 2016, 9:30 am$2250 / $4180
ON, Markham - Trillium Executive CentreTue, Jul 26 2016, 9:30 am$2250 / $4150

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