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: August 2018
Tuition fee for non-EU/EEA students: 12 000 € / year
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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.
What our students say
more diverse than most degree programmes of big data
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.
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
The eligibility criteria in the Master's degree programme in Computational Big Data Analytics consist of two parts: the University of Tampere general eligibility criteria, and programme specific eligibility criteria which specify and add information to the general criteria. Applicants must meet both in order to be considered eligible.
To be eligible to apply for a Master’s degree programme at UTA, an applicant must have
- a completed university level Bachelor's degree or equivalent in the field of the desired programme or in a closely related subject,
- fluency in English sufficiently advanced for academic studies. For requirements, please see the section on Language requirements.
Programme specific requirements
Eligible to apply to the Master's degree programme in Computational Big Data Analytics is an applicant who has a completed suitable university level 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 with an unfinished Bachelor's degree
The 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, an applicant can be accepted to the programme on the condition that s/he sends an officially attested copy of the degree certificate to the University by 31 July 2018 (to be confirmed). A successful applicant will, in this case, first receive a notification on conditional acceptance and later an official letter of acceptance once the officially attested copy of the degree certificate has reached the University.
Applicants 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; 90/Internet-based, 575/paper-based. NB: scores from TOEFL ITP/institutional testing programme are not accepted.
- IELTS (Academic), International English Language Testing System; 6.5 with no individual score below 5.5
- PTE (Academic), Pearson’s Test of Academic English; 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, the applicant must take a new language test. Language test results are valid for two years.
We advise all 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 degree completed in English in a university or university of applied sciences in an EU/EEA country, Australia, Canada, New Zealand, or the United States, excluding online degrees. The applicant needs to have stayed in the respective country when studying for the Bachelor's degree.
- A Bachelor’s degree completed in a Finnish university 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 you to 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.
Master's programme application period, 1.12.2017 – 17.1.2018
A maximum of 20 students
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. All applications are pre-processed by the centralized University Admissions Finland (UAF) service. Applicants must be able to support their application with enclosures related to their educational background, language skills, and other qualifications and merits. The deadline for submitting the application is 17 January 2018.
Applicants must be able to prove their educational background by means of officially authenticated copies of their 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.
If selected, the admitted student will have to present her/his 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 will start collecting tuition fees from non-EU/EEA citizens starting their studies in Bachelor’s and Master’s degree programmes taught in English in August 2017 or after that.
Students do not need to pay the tuition fee if they 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 reside in Finland or some other EU country on a permanent basis (continuous A, or permanent P/P-EU residence permit type), or have an EU Blue Card
Applicants must submit documents confirming their residence permit status with their application. For more information on the required documents, please see Application documents.
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.
- The University of Tampere tuition fee scholarships cover either 100% or 50% of the tuition fees in a two-year Master’s degree programme.
- The 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 the student’s living expenses during the two-year Master’s degree programme.
Students 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.
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 programme of study.
The relevance of prior studies and the applicant's motivation are carefully considered. Applicants are expected to explain their reasons for applying to his programme specifically.
Student selection is made on the basis of application documents; there is no entrance exam. Applicants are assessed on the following merits:
- applicant’s academic quality and the success and relevance of the applicant's overall study record in the completed Bachelor's degree and other studies, judged primarily from the degree certificate and transcript of records
- applicant’s 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
- applicant’s English language skills for academic purposes, judged from the documentation 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 around March. The interviewees will be contacted using the contact details provided by the applicant 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 the applicant's motivation and her/his aptitude and ability to discuss the content areas of the Master programme. An effort is also made to establish the applicant's 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.
We recommend that applicants with a Bachelor's degree from a Finnish AMK university of applied sciences 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.
All applicants should note that complementing studies may be required depending on the student's previous studies.
Announcement of results and rectification procedure
Admissions results will be announced in March 2018 (to be confirmed). All applicants will be informed about the admissions results.
Ms. Kirsi Tuominen
Coordinator of International Education
kirsi-marja.tuominen (at) uta.fi
Please note that the UTA School of Information Sciences with its degree programmes will merge into two new Faculties from 1 January 2017: the Faculty of Communication Sciences (including Human-Technology Interaction, and Internet and Game Studies programmes) and the Faculty of Natural Sciences (including Computational Big Data Analytics, and Software Development programmes). More information on this administrative change