Introduction to Machine Learning Training Course

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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
(107)
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 $2250
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 $4150 $2250
2 $2395 $1370
3 $1810 $1077
4 $1518 $930
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
AB, Edmonton - First Edmonton PlaceTue, Dec 27 2016, 9:30 am$2250 / $4350
SK, SaskatoonTue, Dec 27 2016, 9:30 am$2250 / $4500
QC, Montreal - University StreetTue, Dec 27 2016, 9:30 am$2250 / $4500
BC, Vancouver Park PlaceTue, Dec 27 2016, 9:30 am$2250 / $4200
ON, London - London City CentreTue, Dec 27 2016, 9:30 am$2250 / $4180

Course Discounts

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Web Application Performance Testing with JMeter Remote Course Thu, Dec 15 2016, 9:30 am $1822 / N/A
WebServices with SOAP and WSDL Basics Remote Course Tue, Dec 20 2016, 9:30 am $3406 / N/A
Selenium for Victims of Manual Testing ON, Ottawa - Fairmont Chateau Laurier Tue, Jan 17 2017, 9:30 am $3158 / $5858

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