Introduction to Machine Learning Training Course

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Course Language

This course is delivered in German or English.

Course Code

mlintro

Duration Duration

7 hours (usually 1 day including breaks)

Requirements Requirements

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

Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From 1230EUR
(9)
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 1230EUR
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 990EUR
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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 1230EUR 1230EUR 990EUR
2 815EUR 790EUR 670EUR
3 677EUR 643EUR 563EUR
4 608EUR 570EUR 510EUR
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Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
BaselFri, 2016-09-23 09:30990EUR / 1340EUR
ZürichTue, 2016-09-27 09:30990EUR / 1340EUR
BernWed, 2016-11-23 09:30990EUR / 1340EUR

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