Applied Machine Learning Training Course

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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 3464PLN
(91)
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 10110PLN
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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 Remote
1 3464PLN 10110PLN
2 3417PLN 6740PLN
3 3401PLN 5617PLN
4 3394PLN 5055PLN
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Upcoming Courses

VenueCourse DateCourse Price [Remote / Classroom]
Zakopane ul. Jagiellońska 30 Tue, 2017-01-31 09:0010110PLN / 3764PLN
Łódź, ul. Tatrzańska 11Tue, 2017-01-31 09:0010110PLN / 3664PLN
Tarnów ul. Kościuszki 10 Thu, 2017-02-02 09:0010110PLN / 3764PLN
Toruń, ul. Żeglarska 10/14Mon, 2017-02-06 09:0010110PLN / 3664PLN
Szczecin, ul. Małopolska 23Mon, 2017-02-06 09:0010110PLN / 3564PLN

Course Discounts

Course Venue Course Date Course Price [Remote / Classroom]
OCUP2 UML 2.5 Certification - Intermediate Exam Preparation Warszawa, ul. Złota 3/11 Wed, 2017-01-18 09:00 5148PLN / 2175PLN
SQL language in MSSQL Kielce, ul. Warszawska 19 Wed, 2017-01-18 09:00 N/A / 1443PLN
Introduction to CSS Poznan, Garbary 100/63 Fri, 2017-01-20 09:00 1485PLN / 695PLN
Angular JavaScript Poznan, Garbary 100/63 Mon, 2017-01-23 09:00 7425PLN / 3275PLN
Container management with Docker Zielona Góra, ul. Reja 6 Mon, 2017-01-23 09:00 8910PLN / 3720PLN
Comprehensive Git Kraków, ul. Rzemieślnicza 1 Mon, 2017-01-23 09:00 5841PLN / 3147PLN
Building Web Apps using the MEAN stack Poznan, Garbary 100/63 Mon, 2017-01-30 09:00 14652PLN / 5440PLN
Adobe Photoshop Elements Katowice ul. Opolska 22 Mon, 2017-01-30 09:00 1881PLN / 1327PLN
Psychologiczne aspekty zarządzania zespołem IT – psychologia zespołu Scrum agile Toruń, ul. Żeglarska 10/14 Mon, 2017-02-06 09:00 5742PLN / 2340PLN
Visual Basic for Applications (VBA) in Excel (intermediate level) Warszawa, ul. Złota 3/11 Mon, 2017-02-06 09:00 2376PLN / 1192PLN
C#.Net Olsztyn, ul. Kajki 3/1 Mon, 2017-02-06 09:00 25047PLN / 8840PLN
Creating and managing Web sites Olsztyn, ul. Kajki 3/1 Mon, 2017-02-06 09:00 5841PLN / 2548PLN
Java Performance Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2017-02-06 09:00 9801PLN / 3000PLN
Marketing Analytics using R Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2017-02-08 09:00 11880PLN / 5010PLN
Team Building and Management Szczecin, ul. Małopolska 23 Tue, 2017-02-14 09:00 5346PLN / 1569PLN
Microsoft Access - download the data Poznan, Garbary 100/63 Thu, 2017-02-16 09:00 2475PLN / 1225PLN
OCUP2 UML 2.5 Certification - Foundation Exam Preparation Warszawa, ul. Złota 3/11 Mon, 2017-02-20 09:00 7000PLN / 2933PLN
Programming in ASP.NET MVC 5 Gdynia, ul. Ejsmonda 2 Mon, 2017-02-20 09:00 5841PLN / 2673PLN
Introduction to CSS3 Poznan, Garbary 100/63 Wed, 2017-03-22 09:00 1881PLN / 952PLN

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