Applied Machine Learning Training Course

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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
(83)
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
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Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
Java Spring Kraków, ul. Rzemieślnicza 1 Mon, 2016-08-29 09:00 7039PLN / 5245PLN
Java Spring Szczecin, ul. Małopolska 23 Mon, 2016-09-05 09:00 7039PLN / 5044PLN
Programming in WPF 4.5 Warszawa, ul. Złota 3/11 Mon, 2016-09-05 09:00 2809PLN / 1805PLN
Web Application Development in PHP Szczecin, ul. Małopolska 23 Tue, 2016-09-06 09:00 2688PLN / 2081PLN
Building Web Apps using the MEAN stack Szczecin, ul. Małopolska 23 Mon, 2016-09-12 09:00 4388PLN / 3003PLN
Java Spring Gdańsk, ul. Powstańców Warszawskich 45 Mon, 2016-09-12 09:00 7039PLN / 5153PLN
Java Spring Poznan, Garbary 100/63 Mon, 2016-09-12 09:00 7039PLN / 4961PLN
Access Intermediate Bydgoszcz, ul. Dworcowa 94 Tue, 2016-09-13 09:00 1218PLN / 910PLN
Java Spring Warszawa, ul. Złota 3/11 Mon, 2016-09-19 09:00 7039PLN / 4961PLN
Java Performance Gdynia, ul. Ejsmonda 2 Mon, 2016-09-19 09:00 4150PLN / 2866PLN
Java Spring Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2016-09-19 09:00 7039PLN / 4961PLN
BPMN 2.0 for Business Analysts Wroclaw, ul.Ludwika Rydygiera 2a/22 Tue, 2016-09-27 09:00 3110PLN / 2337PLN
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
Effective working with spreadsheet in Excel Rzeszów, Plac Wolności 13 Tue, 2016-10-18 09:00 918PLN / 843PLN
A Practical Guide to Successful Pricing Strategies Poznan, Garbary 100/63 Wed, 2016-10-26 09:00 1427PLN / 1093PLN
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Visual Basic for Applications (VBA) in Excel - Advanced Białystok, ul. Malmeda 1 Mon, 2016-11-14 09:00 1689PLN / 1413PLN

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
Warszawa, ul. Złota 3/11Wed, 2016-09-14 09:005055PLN / 3426PLN
Szczecin, ul. Małopolska 23Mon, 2016-09-19 09:005055PLN / 3472PLN
Gliwice ul. Karola Marksa 11 Mon, 2016-09-19 09:005055PLN / 3530PLN
Rzeszów, Plac Wolności 13Tue, 2016-09-20 09:005055PLN / 3530PLN
Kraków, ul. Rzemieślnicza 1Tue, 2016-09-20 09:005055PLN / 3559PLN

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