Applied Machine Learning Training Course

Primary tabs

Course Language

This course is delivered in Polish or 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 3464PLN
(80)
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 3464PLN
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 10110PLN
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 Classroom Private Remote
1 3464PLN 3464PLN 10110PLN
2 3417PLN 3417PLN 6740PLN
3 3401PLN 3401PLN 5617PLN
4 3394PLN 3394PLN 5055PLN
Cannot find a suitable date? Choose Your Course Date >>
Too expensive? Suggest your price

Related Categories


Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
Oracle 11g - Programming with PL / SQL II Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2016-09-26 09:00 2363PLN / 1785PLN
BPMN 2.0 for Business Analysts Wroclaw, ul.Ludwika Rydygiera 2a/22 Tue, 2016-09-27 09:00 3110PLN / 2337PLN
R Warszawa, ul. Złota 3/11 Wed, 2016-09-28 09:00 7588PLN / 4850PLN
Administracja serwerem Apache Tomcat Kraków, ul. Rzemieślnicza 1 Mon, 2016-10-03 09:00 2344PLN / 1736PLN
Visual Basic for Applications (VBA) in Excel - Introduction to programming Warszawa, ul. Złota 3/11 Tue, 2016-10-04 09:00 1941PLN / 1504PLN
Programming in Scala Poznan, Garbary 100/63 Tue, 2016-10-04 09:00 3479PLN / 2114PLN
Web Application Development in PHP Szczecin, ul. Małopolska 23 Tue, 2016-10-04 09:00 2688PLN / 2081PLN
Introduction to Linux Poznan, Garbary 100/63 Tue, 2016-10-04 09:00 1640PLN / 1100PLN
Docker for Developers and System Administrators Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2016-10-05 09:00 2682PLN / 2016PLN
Adobe InDesign Lublin, ul. Spadochroniarzy 9 Wed, 2016-10-05 09:00 1220PLN / 1144PLN
ITIL® Foundation Certificate in IT Service Management Warszawa, ul. Złota 3/11 Mon, 2016-10-10 09:00 2639PLN / 2076PLN
Visual Basic for Applications (VBA) in Excel - Advanced Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2016-10-10 09:00 1689PLN / 1296PLN
Market Forecasting Poznan, Garbary 100/63 Thu, 2016-10-13 09:00 2936PLN / 2112PLN
ITIL® Foundation Certificate in IT Service Management Łódź, ul. Tatrzańska 11 Mon, 2016-10-17 09:00 2639PLN / 2160PLN
Effective working with spreadsheet in Excel Rzeszów, Plac Wolności 13 Tue, 2016-10-18 09:00 598PLN / 737PLN
ITIL® Foundation Certificate in IT Service Management Szczecin, ul. Małopolska 23 Wed, 2016-10-19 09:00 2639PLN / 2134PLN
Market Forecasting Warszawa, ul. Złota 3/11 Wed, 2016-10-19 09:00 2936PLN / 2112PLN
A Practical Guide to Successful Pricing Strategies Poznan, Garbary 100/63 Wed, 2016-10-26 09:00 1427PLN / 1093PLN
Creating and delivering presentations in Power Point (social skills workshop) Poznan, Garbary 100/63 Thu, 2016-10-27 09:00 1572PLN / 1121PLN
Agile Project Management with Scrum Kraków, ul. Rzemieślnicza 1 Wed, 2016-11-02 09:00 1746PLN / 1449PLN
Agile Project Management with Scrum Poznan, Garbary 100/63 Mon, 2016-11-07 09:00 1746PLN / 1315PLN
Administration of Linux System Olsztyn, ul. Kajki 3/1 Tue, 2016-11-08 09:00 1940PLN / 1509PLN
SQL Fundamentals Warszawa, ul. Złota 3/11 Wed, 2016-11-09 09:00 1358PLN / 853PLN
Excel For Statistical Data Analysis Warszawa, ul. Złota 3/11 Mon, 2016-11-14 09:00 1343PLN / 1031PLN
Visual Basic for Applications (VBA) in Excel - Advanced Białystok, ul. Malmeda 1 Mon, 2016-11-14 09:00 1689PLN / 1413PLN
Python Programming Szczecin, ul. Małopolska 23 Tue, 2016-11-15 09:00 5790PLN / 3824PLN
Creating and managing Web sites Kraków, ul. Rzemieślnicza 1 Mon, 2016-11-21 09:00 3410PLN / 2836PLN
Graphic techniques (Adobe Photoshop, Adobe Illustrator) Wroclaw, ul.Ludwika Rydygiera 2a/22 Tue, 2016-12-06 09:00 1963PLN / 1470PLN

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
Wroclaw, ul.Ludwika Rydygiera 2a/22Mon, 2016-10-10 09:005055PLN / 3426PLN
Gdynia, ul. Ejsmonda 2Tue, 2016-10-11 09:005055PLN / 3505PLN
Poznan, Garbary 100/63Tue, 2016-10-11 09:005055PLN / 3426PLN
Katowice ul. Opolska 22Tue, 2016-10-11 09:005055PLN / 3530PLN
Toruń, ul. Żeglarska 10/14Wed, 2016-10-12 09:005055PLN / 3484PLN

Some of our clients