Introduction to Machine Learning Training Course

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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 1190EUR
(51)
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 990EUR
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 1190EUR 990EUR
2 795EUR 670EUR
3 663EUR 563EUR
4 598EUR 510EUR
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
HamburgTue, 2017-03-07 09:30990EUR / 1340EUR
DresdenTue, 2017-03-07 09:30990EUR / 1340EUR
DüsseldorfWed, 2017-03-08 09:30990EUR / 1340EUR
StuttgartWed, 2017-03-08 09:30990EUR / 1340EUR
BremenThu, 2017-03-09 09:30990EUR / 1340EUR

Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
Docker and Kubernetes Stuttgart Wed, 2017-02-22 09:30 3653EUR / 4303EUR
Git für Benutzer Köln Thu, 2017-03-02 09:30 891EUR / 1241EUR
Excel Data Analysis München Tue, 2017-03-21 09:30 1416EUR / 1916EUR
Python Programming Köln Tue, 2017-07-18 09:30 3285EUR / 4085EUR
Marketing Analytics using R Hannover Mon, 2017-07-31 09:30 2475EUR / 3125EUR
Forecasting with R Berlin Tue, 2017-08-08 09:30 1836EUR / 2436EUR

Course Discounts Newsletter

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