Applied Machine Learning Training Course

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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 £2400
(30)
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 £2400
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From £1800
Request quote
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
Register Interest

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 £2400 £2400 £1800
2 £1515 £1500 £1200
3 £1220 £1200 £1000
4 £1073 £1050 £900
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Course Discounts

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
Manchester, King StreetWed, 2016-06-08 09:30£1800 / £2550
Birmingham Thu, 2016-06-09 09:30£1800 / £2425
Bristol, Temple GateThu, 2016-06-16 09:30£1800 / £2400
OxfordTue, 2016-07-12 09:30£1800 / £2450
London, BarbicanThu, 2016-07-14 09:30£1800 / £2400

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