MDP in Computational Big Data Analytics

Make big sense out of big data:
Analysis of data is crucial for breakthroughs in science, business and society

Programme profile and research at UTA

Degree: Master of Science
Duration: 2 years
Extent: 120 ECTS
When to apply: 1.12.2017 – 17.1.2018
Start date: Late August 2018
Tuition fee for non-EU/EEA students: 12 000 € / year
UTA Scholarships
Programme curriculum
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Finland University
What is Finland University?

The analysis of data has a central role in the modern information society. Organizations in both the public and private sector are collecting vast data sets, and an increasing amount of public sector data is made open. However, data - assumed to be an important asset for organizations - is useless unless it is analyzed. Analysis is required to find regularities such as trends or groupings, and to relate the data to other data sets within an organization or in scattered online repositories.

Analysis needs activities such as data cleansing, data integration, modeling and prediction, interactive and iterative visualization of data and models for the refinement of hypotheses and models, and the presentation of intermediate and final results to the decision-makers using visualization and reporting methods. Successful analysts need skills in both computational and statistical topics.

This programme educates top-level experts in computational and statistical data analysis, who possess knowledge and skills for the aforementioned tasks and understand the overall processes of data analysis.

Why Computational Big Data Analytics?

The University of Tampere is a world-class setting to study computational big data analytics, with a strong breadth of research and connections to industry.

data

What our students say

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more diverse than most degree programmes of big data

Study objectives

After completing the Master’s degree programme in Computational Big Data Analytics you will have the skills and knowledge to

  • choose suitable data analysis methods for the analysis tasks at hand from a reasonably wide selection of methods, including methods that are necessary for integrating data from different data sources during data preprocessing and/or analysis
  • apply these methods to analyze the data
  • use efficient computational and statistical methods to manage and analyze big data
  • visualize the data / analysis results.

You will also have the theoretical knowledge, which allows you to

  • apply the analysis methods in previously unknown situations
  • understand in which situations the methods may perform well.

Career opportunities

As a graduate you will have knowledge and skills for data analytics and understand the overall data analytics process. Such analysts can be employed in analysis firms, as in-house analysts in companies producing big data, and in companies and organizations that gather and analyze public and private data including government, journalism, insurance, law enforcement, and finance, as well as in public and private research.

Doctoral study opportunities

This master's degree provides the required background if you wish to pursue doctoral studies in Computer Science or Statistics, for example in UTA’s Doctoral programme in Information and Systems.

 

Applying for the programme

Eligibility

Eligibility criteria in the Master’s degree programme in Computational Big Data Analytics consist of two parts: the University of Tampere (UTA) general eligibility criteria, and programme specific eligibility criteria, which specify and/or add information to the general criteria. You must meet both in order to be considered eligible.

General eligibility

To be eligible to apply for a Master’s degree programme at the University of Tampere, you must have

  1. a completed university level Bachelor's degree or equivalent in the field of the desired Master’s degree programme or in a closely related subject AND
  2. fluency in English sufficiently advanced for academic studies. For requirements, please see Language requirements.

Programme specific eligibility criteria

To be eligible to apply to the Master’s degree programme in Computational Big Data Analytics, you must have a successfully completed Bachelor’s degree or equivalent in Computer Science, Statistics or Mathematics or in a closely related field. The degree needs to include a sufficient amount of studies in Statistics, Mathematics and Computer Science.

Applicants who do not meet the general eligibility and programme specific admission criteria will not be selected. Even if you meet all the admission criteria, this does not guarantee your admission to the programme. The competition for a study place at the University of Tampere is high as the number of eligible applicants annually exceeds the number of students that can be accepted.

Applicants with an unfinished Bachelor's degree

Your Bachelor's degree or equivalent must be completed well before the programme begins. If the degree is not completed by the end of the application period, you can be accepted to the programme on the condition that you send an officially attested copy of the degree certificate to the University by 31 July 2018. If admitted, you will first receive a notification on conditional acceptance and later a letter of acceptance once the officially attested copy of the degree certificate and transcript of records have reached the University.

Language requirements

You must submit evidence on a good command of English for academic purposes. There are two ways of indicating English language proficiency: language tests and previous studies.

1. Language tests

We accept the following tests as proof of a good command of English:

  • TOEFL, Test of English as a Foreign Language; 79/Internet-based with Writing score minimum 20, 550/paper-based. Scores from TOEFL ITP/institutional testing programme are not accepted. Please note that UTA recommendation is 90/Internet-based, and 575 paper-based
  • IELTS (Academic), International English Language Testing System; 6.0 with Writing band score minimum 5.5.  Please note that UTA recommendation is 6.5 with no individual score below 5.5
  • PTE (Academic), Pearson’s Test of Academic English; 53.  Please note that UTA recommendation is 62.

Please note that the language test score must be valid throughout the application period. This means that if the language test expires even one day before the application deadline, you must take a new language test. Language test results are valid for two years.

We advise all 2018 applicants needing an international language test score to book for a test date well in advance, as test dates are filling up fast in the autumn and it may take several weeks for the test result to reach University Admissions Finland.

For information on how to submit a language test result, please see  http://www.uta.fi/admissions/language-requirements.

2. Previous studies

If you fulfil one of the criteria below, you are exempt from submitting a language test score. Please note that you may fit into several of the categories that exempt from the language test requirement. Please choose in the application form the one you feel is most appropriate.

  • A Bachelor's or a two-year Master’s degree completed in English in a university or university of applied sciences in Finland or another EU/EEA country, Switzerland, Australia, Canada, New Zealand, or the United States, excluding online degrees.
  • A Bachelor’s degree completed in a Finnish university or university of applied sciences in Finnish or Swedish. The compulsory foreign language course included in the degree must be completed in the English language.
  • Secondary education in English in Australia, Canada, Ireland, New Zealand, the United Kingdom or the United States.
  • Applicants who have taken their pre-university education (yläaste/lukio) in the Finnish language are not required to submit an international language test score but they must submit a copy of their yläaste/lukio certificate and provide evidence of their English language proficiency in their CV (for example information on studies conducted in English or work experience with English as the working language). It is possible to take some exams and complete the Master's thesis in Finnish.

Please note that in addition to assessing your previous studies in terms of eligibility, we assess them also to determine the level of your English skills based on the grades. If you feel your grades do not give the right impression of your English skills, we strongly recommend that you take a language test to indicate your proficiency.

For information on the documents you need to submit to indicate your language skills with previous studies, please see http://www.uta.fi/admissions/application-documents.

Admission

Application period

Master's programme application period, 1.12.2017 – 17.1.2018

Start date

Late August 2018

Duration

2 years

Teaching language

English

Intake

A maximum of 20 students

Tuition fee

The tuition fee of the programme is 12 000 euros per academic year (non-EU/EEA students) with a scholarship system for fee-paying students: http://www.uta.fi/admissions/fees-and-scholarships#scholarships.

How to apply

Applications are submitted through an electronic application system. A link to the application form is available on the Admissions web page during the application period. If you apply to more than one UTA Master’s degree programme, you are requested on the application form to list the programmes you apply to in priority order. All applications are pre-processed by the centralized University Admissions Finland (UAF) service. You must be able to support your application with enclosures related to your educational background, language skills, and other qualifications and merits. The deadline for submitting the application is 17 January 2018.

Enclosures

You must be able to prove your educational background by means of officially authenticated copies of your documents. If the documents are not in English, Finnish or Swedish, both the authenticated copies of the documents in their original language and an officially confirmed, complete and precise translation into one of the languages mentioned above are required.

In addition to the standard document requirements, educational documents issued in certain countries have more specific requirements for submission. Please go through the requirements carefully and check the country-specific requirements for your degree awarding country before applying.

For more information on the required documents, and instructions for applicants, please see How to apply  at http://www.uta.fi/admissions/how-apply.

If selected, you will have to present your original educational documents upon arrival at the University of Tampere in order to be able to register at the university.

Tuition fee and scholarships

Finnish universities collect tuition fees from non-EU/EEA citizens starting their studies in Bachelor’s and Master’s degree programmes taught in English.

You are not required to pay the tuition fee if you are:

  • EU/EEA citizen or a family member (spouse/child) of an EU/EEA citizen
  • equivalent to EU/EEA citizens (i.e. citizen of Switzerland)
  • already residing in Finland on a permanent basis (continuous A, or permanent P/P-EU residence permit type), or have an EU Blue Card issued in Finland.

You must submit documents confirming your residence permit status with your application. For more information on the required documents, please see Application documents at http://www.uta.fi/admissions/application-documents. Please note that the continuous or permanent Finnish residence permit needs to be valid during the application period, and at least until 1 August 2018. If the residence permit status changes after 1 August 2018 or during the studies, according to Finnish legislation tuition fees may be charged.

The University of Tampere offers a substantial number of scholarships for the most talented fee-paying students. The scholarship scheme consists of two scholarship categories:

  • University of Tampere tuition fee scholarships cover either 100% or 50% of the tuition fees during the two-year Master’s degree programme.
  • University of Tampere global student award for academic excellence scholarships cover 100% of the tuition fees and include a 7,000 €  annual scholarship to cover your living expenses during the two-year Master’s degree programme.

Applicants apply for the scholarship as part of the application to the degree programme. Admitted applicants who have been granted a scholarship will be informed about this together with the admission decision.

For more information on who is required to pay the fee and on the available scholarships, please see Fees and Scholarships web page at http://www.uta.fi/admissions/fees-and-scholarships.

Admission procedure

Students are selected to the programme from those applicants who fulfil the official admission criteria. Candidates for admission should be well qualified and capable of benefiting from the study programme in question.

Student selection is made on the basis of application documents; there is no entrance exam.

You will be assessed on the following merits:

  • academic quality and the success and the relevance of your overall study record in the completed Bachelor's degree and other studies, judged primarily from the degree certificate and transcript of records
  • motivation to study in this programme specifically, and justification of the application in relation to prior studies and future career plans, judged from the letter of motivation and the CV
  • English language skills for academic purposes, judged from the certificate provided.

In addition, work experience relevant to the programme, and other relevant merits and qualifications may be taken into account.

The University may arrange interviews to assess the most qualified applicants. The interviews are conducted by video, telephone or in Skype in February-March. The interviewees will be contacted using the contact details provided on the application form. Prior to the interview, instructions will be sent to the interviewees by email. The purpose of the individual interview in English is to establish your motivation, and your aptitude and ability to discuss the content areas of the programme. An effort is also made to establish your social skills and language skills in English. Please note that only a selection of applicants may be interviewed.

A number of students may be chosen among those applicants with a Bachelor's degree and a good knowledge of English who have been exchange students at UTA studying course units relevant to the Master programme.

Applicants with a Bachelor's degree from a Finnish AMK university of applied sciences should have a thesis graded no less than 3/5.

After the assessment, the programme makes a proposal to the Dean on the students to be admitted. The Dean makes the final decision on admission.

Please note that if you are admitted, complementing studies at the University of Tampere may be required depending on the content of your previous studies.

Announcement of results and rectification procedure

Admissions results will be announced by 29 March 2018. All applicants will be informed about the admissions results.

Please see the University's general instructions concerning rectification procedure: http://www.uta.fi/admissions/degreeprog/applying/selection.html.

Contact information

Ms. Kirsi Tuominen
Coordinator of International Education
kirsi-marja.tuominen (at) uta.fi