Statistics and Machine Learning, M.Sc. | Linköping University | Linköping, Sweden
Studyportals
M.Sc. On Campus

Statistics and Machine Learning

24 months
Duration
20550 EUR/year
Free
Unknown
Unknown
Apply date
Unknown
Start date

About

This Statistics and Machine Learning programme from Linköping University meets the challenges of learning from these complex volumes by means of models and algorithms from machine learning, data mining and other computer-intensive statistical methods. By joining us, you will increase the efficiency and productivity of the systems and make them smarter and more autonomous.

Overview

The Statistics and Machine Learning programme from Linköping University focusses on modern methods from machine learning and database management that use the power of statistics to build efficient models and make reliable predictions and optimal decisions. You will gain deep theoretical knowledge as well as practical experience from extensive amounts of laboratory work. If you want to complement your studies with courses at other universities, you can participate in exchange studies during the third semester.

This programme is for you if you aspire to learn how to:

  • improve the ability of a mobile phone’s speech recognition software to distinguish vowels in a noisy environment
  • provide early warning of a financial crisis by analysing the frequency of crisis-related words in financial media and internet forums
  • improve directed marketing by analysing shopping patterns in supermarkets’ scanner databases
  • build an effective spam filter
  • estimate the effect that new traffic legislation will have on the number of deaths in road accidents
  • use a complex DNA microarray dataset to learn about the risk factors of cancer
  • determine the origin of an olive oil sample with the use of interactive and dynamic graphics

Programme Structure

Courses Included

  • Statistical methods
  • Advanced R programming
  • Advanced Academic studies
  • Introduction to Machine Learning
  • Advanced Data Mining
  • Big Data Analytics
  • Introduction to Python
  • Philosophy of Science
  • Bayesian Learning
  • Computational statistics
  • Time series analysis
  • Multivariate Statistical Methods
  • Web Programming
  • Neural networks and learning systems
  • Visualization
  • Advanced Machine Learning
  • Probability Theory
  • Decision Theory
  • Data Mining Project
  • Text mining
  • Database Technology
  • Master's thesis

Key information

Duration

  • Full-time
    • 24 months

Start dates & application deadlines

Credits

120 ECTS

Delivered

On Campus

Academic requirements

We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.

Other requirements

General requirements

Bachelor's degree equivalent to a Swedish Kandidatexamen within statistics, mathematics, applied mathematics, computer science, engineering or a similar degree. Completed courses with passing grade in following subjects: 

  • calculus 
  • linear algebra 
  • statistics 
  • programming English corresponding to the level of English in Swedish upper secondary education (English 6/B). Exemption from Swedish 3.

Tuition Fee

To always see correct tuition fees
  • International

    20550 EUR/year
    Tuition Fee
    Based on the tuition of 20550 EUR per year during 24 months.
  • EU/EEA

    Free
    Tuition Fee
    Based on the tuition of 0 EUR per year during 24 months.

SEK 232000

Living costs for Linköping

7140 - 11270 SEK /month
Living costs

The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.

Funding

Studyportals Tip: Students can search online for independent or external scholarships that can help fund their studies. Check the scholarships to see whether you are eligible to apply. Many scholarships are either merit-based or needs-based.

In order for us to give you accurate scholarship information, we ask that you please confirm a few details and create an account with us.

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Scholarships Information

Below you will find Master's scholarship opportunities for Statistics and Machine Learning.

Available Scholarships

You are eligible to apply for these scholarships but a selection process will still be applied by the provider.

28 countries
ELES-Scholarship (Ernst-Ludwig-Ehrlich-Studienwerk)
1350 EUR
Grant
31 Oct 2022
Deadline

Austria’s Agency for Education and Internationalisation
Sweden
Volvo Group Scholarship
Various benefits
Grant
16 Jan 2023
Deadline

Volvo Group
226 countries / Need-based
Grants of the Leopold Figl Foundation for students with residence in Lower Austria
Various benefits
Grant
31 Oct 2022
Deadline

Leopold Figl Foundation
226 countries / Merit-based
Finduddannelse Sustainability Scholarship
Various benefits
Grant
22 Sep 2022
Deadline

Finduddannelse
225 countries / Merit-based
Education Future International Scholarship
200000 INR
Grant
Not specified
Deadline

Education Future
226 countries
BeArt-Presets Academic Scholarship Program
5000 USD
Grant
01 Apr 2023
Deadline

BeArt-Presets
226 countries
Fulbright U.S. Student Program, 2022
Various benefits
Grant
11 Oct 2022
Deadline

U.S. government
225 countries / Merit-based
Higher Education Scholarship Test for Indian students
100000 INR
Grant
30 Oct 2022
Deadline

Ministry of Information & Technology (IT)
50 countries / Merit-based
Study a Masters in Europe Scholarships
Various benefits
Grant
16 May 2022
Deadline

educations.com
30 countries
The Smooth Movers Scholarship
1000 USD
Grant
30 Nov 2022
Deadline

The Smooth Movers
226 countries
ServiceScape Scholarship
1000 USD
Grant
30 Nov 2022
Deadline

ServiceScape
226 countries
ACES Scholarships
3500 USD
Grant
15 Nov 2022
Deadline

ACES Education Fund
Worldwide / Merit-based
Pinsky Law New Venture Development Scholarship
Various benefits
Grant
30 Dec 2023
Deadline

Pinsky Law
Worldwide
Study abroad Scholarship - Collect
10000 SEK
Grant
31 May 2023
Deadline

Sambla
Worldwide / Merit-based
iVisa Annual Scholarship
1500 USD
Grant
14 May 2023
Deadline

iVisa
Worldwide
$1,500 Annual Essay Writing Contest Scholarship
1000 USD
Grant
29 Jun 2023
Deadline

IvyPanda
Worldwide
IMSOGLO Consortium Scholarship
2000 EUR
Grant
30 May 2023
Deadline

IMSOGLO
Worldwide
The Annual IELTS from 6 to 9 Scholarship
1500 USD
Grant
30 Mar 2023
Deadline

IELTS from 6 to 9
Worldwide
Anonymous Hope Fund
3000 USD
Grant
Not specified
Deadline

Anonymous Hope Fund
Worldwide
Erasmus Mundus Joint Masters scholarships
8000 EUR
Grant
Not specified
Deadline

European Commission
Worldwide
Aron Govil Giving Scholarship
Various benefits
Grant
09 Aug 2023
Deadline

Ducon Infratechnologies Ltd.
Worldwide / Merit-based
Dr. Martin Blank – SYB Scholarship
965 USD
Grant
Anytime
Deadline

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Statistics and Machine Learning
Linköping University
Statistics and Machine Learning
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Linköping University

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