Applied Machine Learning Training Course

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Client Testimonials

Applied Machine Learning

ref material to use later was very good.

PAUL BEALES- Seagate Technology.

Applied Machine Learning

What did you like the most about the training?:

Gave me good practice with using R to build machine learning systems for real situations. I can use this in my work straight away.

This was an excellent course. One of the best I have had.

Matthew Thomas - British Telecom

Course Code

appliedml

Duration Duration

14 hours (usually 2 days including breaks)

Overview Overview

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

Audience

This course is for data scientists and statisticians that have some familiarity with statistics and know how to program R (or Python or other chosen language). 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 practical applications 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
  • Bayesian Graphical Models
  • Factor Analysis (FA)
  • Principal Component Analysis (PCA)
  • Independent Component Analysis (ICA)
  • Support Vector Machines (SVM) for regression and classification
  • Boosting
  • Ensemble models
  • Neural networks
  • Hidden Markov Models (HMM)
  • Space State Models
  • Clustering

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From $5880
(102)
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 $3580
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 $5880 $3580
2 $3315 $2090
3 $2460 $1593
4 $2033 $1345
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
AB, Edmonton - First Edmonton PlaceThu, Dec 22 2016, 9:30 am$3580 / $6280
BC, Vancouver - World Trade CenterTue, Dec 27 2016, 9:30 am$3580 / $5980
PE, CharlottetownTue, Dec 27 2016, 9:30 am$3580 / $6580
ON, Markham - Trillium Executive CentreTue, Dec 27 2016, 9:30 am$3580 / $5880
BC, Victoria - The AtriumWed, Dec 28 2016, 9:30 am$3580 / $6280

Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
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

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