Introduction to Recommendation Systems Training Course

Primary tabs

Course Language

This course is delivered in Polish or English.

Course Code

psr

Duration Duration

7 hours (usually 1 day including breaks)

Requirements Requirements

Basic knowledge of e-commerce platforms (can be as a user of these platforms).

Overview Overview

Audience

Marketing department employees, IT strategists and other people involved in decisions related to the design and implementation of recommender systems.

Format

Short theoretical background follow by analysing working examples and short, simple exercises.

Course Outline Course Outline

Challenges related to data collection

  • Information overload
  • Data types (video, text, structured data, etc...)
  • Potential of the data now and in the near future
  • Basics of Data Mining

Recommendation and searching

  • Searching and Filtering
  • Sorting
  • Determining weights of the search results
  • Using Synonyms
  • Full-text search

Long Tail

  • Chris Anderson idea
  • Drawbacks of Long Tail

Determining Similarities

  • Products
  • Users
  • Documents and web sites

Content-Based Recommendation i measurement of similarities

  • Cosine distance
  • The Euclidean distance vectors
  • TFIDF and frequency of terms

Collaborative filtering

  • Community rating

Graphs

  • Applications of graphs 
  • Determining similarity of graphs
  • Similarity between users

Neural Networks

  • Basic concepts of Neural Networks
  • Training Data and Validation Data
  • Neural Network examples in recommender systems

How to encourage users to share their data

  • Making systems more comfortable
  • Navigation
  • Functionality and UX

Case Studies

  • Popularity of recommender systems and their problems
  • Examples

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From 1198PLN
(86)
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 1198PLN
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 3990PLN
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 1198PLN 1198PLN 3990PLN
2 999PLN 999PLN 2395PLN
3 933PLN 933PLN 1863PLN
4 900PLN 900PLN 1598PLN
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]
Java Spring Kraków, ul. Rzemieślnicza 1 Mon, 2016-08-29 09:00 7039PLN / 5245PLN
Programming in WPF 4.5 Warszawa, ul. Złota 3/11 Mon, 2016-09-05 09:00 2809PLN / 1805PLN
Java Spring Szczecin, ul. Małopolska 23 Mon, 2016-09-05 09:00 7039PLN / 5044PLN
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
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
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
Agile Project Management with Scrum Kraków, ul. Rzemieślnicza 1 Wed, 2016-11-02 09:00 1746PLN / 1449PLN
Visual Basic for Applications (VBA) in Excel - Advanced Białystok, ul. Malmeda 1 Mon, 2016-11-14 09:00 1689PLN / 1413PLN
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]
Kraków, ul. Rzemieślnicza 1Fri, 2016-09-09 09:001598PLN / 1012PLN
Białystok, ul. Malmeda 1Tue, 2016-09-13 09:001598PLN / 968PLN
Bielsko-Biała, Al. Armii Krajowej 220Thu, 2016-09-15 09:001598PLN / 996PLN
Szczecin, ul. Małopolska 23Thu, 2016-09-15 09:001598PLN / 965PLN
Toruń, ul. Żeglarska 10/14Fri, 2016-09-16 09:001598PLN / 962PLN

Some of our clients