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 Language

This course is delivered in English.

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 $4880
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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 $4880
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Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From $3580
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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.
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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 $4880 $4880 $3580
2 $2790 $2740 $2090
3 $2093 $2027 $1593
4 $1745 $1670 $1345
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Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
Test Automation with Selenium TX, Austin - Littlefield Congress Tue, Aug 23 2016, 9:30 am $3480 / $5705

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
UT, Salt Lake City - 222 MainTue, Jun 14 2016, 9:30 am$3580 / N/A
Oklahoma CityTue, Jun 14 2016, 9:30 am$3580 / N/A
PA, Philadelphia - International PlazaTue, Jun 14 2016, 9:30 am$3580 / N/A
Remote Course - Mountain Time (UTC-07:00) US & CanadaTue, Jun 14 2016, 9:30 am$3580 / N/A
Remote Course - Pacific Time (UTC-08:00) US & CanadaTue, Jun 14 2016, 9:30 am$3580 / N/A

Some of our clients