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Machine Learning

Course
Master’s level
7,5 credits (ECTS)
Study pace
50%
Time
Day
Location
Göteborg
Study form
Campus
Language
English
Duration
-
Application open
-
Application code
GU-15861
Tuition
Full education cost: 16 750 SEK
First payment: 16 750 SEK

No fees are charged for EU and EEA citizens, Swedish residence permit holders and exchange students.

More information about tuition fees

Application closed

Summary

The purpose of the course is to give a broad introduction to machine learning topics, with special focus on their application in Natural Language Processing.

About

The purpose of the course is to give a broad introduction to machine learning topics, with special focus on their application in Natural Language Processing.

Possible topics include:

  • Supervised learning
  • Automatic rule induction
  • Lightly supervised approaches
  • Learning theory
  • Learning with structure
  • Feature design for NLP applications.

Prerequisites and selection

Requirements

Passing grade in each of the following four courses: Introduction to programming (7.5 credits) , Introduction to formal linguistics (7.5 credits), Natural language processing (15 credits) and Statistical Methods (7.5 credits) or achieved equivalent language technological skills and knowledge.

Selection

Selection is based upon the number of credits from previous university studies, maximum 225 credits.

For admission to the summer 2021 and onward the following selection applies: selection is based upon the number of credits from previous university studies, maximum 165 credits.