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
(130)
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
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 Classroom Private Remote
1 $4150 $4150 $2250
2 $2395 $2320 $1370
3 $1810 $1710 $1077
4 $1518 $1405 $930
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Related Categories


Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
CP100A: Google Cloud Platform Fundamentals ON, Toronto - University & Dundas Fri, Jul 29 2016, 9:30 am $1208 / N/A
CP306A: Google Container Engine and Kubernetes Remote Course Fri, Aug 26 2016, 9:30 am $1220 / N/A
Forecasting with R Remote Course Tue, Aug 30 2016, 9:30 am $2450 / N/A
SQL Fundamentals Remote Course Fri, Sep 16 2016, 9:30 am $750 / N/A

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
BC, Burnaby Fri, Aug 12 2016, 9:30 am$2250 / $4200
BC, Vancouver - YaletownFri, Aug 12 2016, 9:30 am$2250 / $4250
BC, Victoria - The AtriumFri, Aug 12 2016, 9:30 am$2250 / $4350
AB, Calgary – One Executive PlaceMon, Aug 15 2016, 9:30 am$2250 / $4250
ON, Scarborough – 10 Milner Business CourtMon, Aug 15 2016, 9:30 am$2250 / $4180

Some of our clients