Introduction to Machine Learning Training Course

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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

Bookings, Prices and Enquiries

Public Classroom Public Classroom
From 1190EUR
(57)
Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
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
The instructor and the participants are in two different physical locations and communicate via the Internet. More Information

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 1190EUR 990EUR
2 795EUR 670EUR
3 663EUR 563EUR
4 598EUR 510EUR
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
StuttgartMon, 2017-06-12 09:30990EUR / 1340EUR
DresdenTue, 2017-06-13 09:30990EUR / 1340EUR
NürnbergThu, 2017-06-15 09:30990EUR / 1340EUR
MünchenMon, 2017-06-19 09:30990EUR / 1340EUR
HannoverTue, 2017-06-20 09:30990EUR / 1340EUR

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