Master's Degree Programme in Information Technology - Robotics and Artificial Intelligence

General

Program Description

Intelligent robots of the future

Robotics has for long been the key to efficient manufacturing. However, current robots mostly perform rigid tasks in a production pipeline with no ability to operate in changing environments. Next-generation autonomous robots operate among humans and require a completely new set of skills.

Not only do robots need to understand their surroundings, but they should also be able to cooperate with humans and even predict human actions. Applicants should hold a Bachelor of Science degree in computer science, mathematics, automation engineering, signal processing, or a related discipline.

Students should be familiar with the basics of programming, digital logic and processors. The recommended prior learning also includes familiarity with machine learning and control engineering.

Information about studies

  • Type: Master's degree
  • Degree earned: Master of Science (Technology)
  • Planned duration: 2 years
  • Extent of studies: 120 ECTS
  • City: Tampere
  • Campus: Hervanta Campus
  • Tuition fee for non-EU/EEA citizens: 12000 €

Study objectives

Major studies in Robotics and Artificial Intelligence combine modern machine learning techniques with modern robotics. After completing the programme, students will be familiar with machine learning and signal processing methods and will be able to adopt and adapt these techniques, especially in the robotics application domain. Students will also be able to design, train and deploy machine learning models for classification and regression. The degree programme will also provide students with expert-level knowledge of robotics and artificial intelligence technologies that are needed in industry and the development of consumer applications.

More about the language of instruction

The official language of the programme is English, meaning that all the courses, exams and student services are arranged in English. Consequently, proficiency in both written and spoken English is an absolute prerequisite. Students are required to submit an approved certificate of their language proficiency when applying for admission. In addition, students are required to complete a course in the Finnish language. The course provides them with an introduction to everyday Finnish and Finnish culture.

Study contents

In this degree programme, the machine learning courses cover both theory and practice and address a wide spectrum of machine learning techniques in classification, regression and unsupervised learning settings. In some courses we also organise machine learning competitions, where students solve research problems. The robotics courses teach you to operate the physical world, and together these two domains use different sensor techniques – cameras, acceleration sensors, even audio – to sense the surroundings and assist in robot control.

Tampere University offers students the opportunity for a broad, cross-disciplinary education. A rich variety of minor studies and supplementary courses are available as well as the opportunity to concentrate purely on major studies. In fact, each degree is a unique combination of studies that the individual student has found most interesting.

Tuition fees

The tuition fee of the programme is 12,000 euros per academic year for non-EU/EEA students with a scholarship system for fee-paying students.

Structure of studies

The programme is comprised of 120 ECTS. Courses are worth 90 ECTS and the remaining 30 ECTS are awarded for successfully completing a Master's thesis. Each ECTS is equal to an average workload of 27 hours, including lectures, exercises, assignments, independent study and an examination. The duration of the programme is two years. Students spend three semesters completing courses and one semester preparing the final project (Master's thesis). They start their studies in late August, and the academic year ends in late May.

Career opportunities

After completing the programme, you will be qualified to pursue a wide range of career opportunities in the different fields of technology. The skills of intelligent robot designers are in high demand. A clear benefit of the programme is that it combines two vibrant and growing fields of engineering and therefore paves the way for our graduates to pursue a successful career in either domain.

Graduated Masters of Science typically find employment in research, design, development, production and operating tasks, or commercial and administrative tasks relating to the field, without excluding abilities to work as a researcher, teacher or manager. Following the successful completion of the programme, our graduates will also be eligible to apply for admission to doctoral programmes in Finland or abroad.

Co-operation with other parties

In addition to studies in one’s own degree programme, students may take full advantage of the teaching offered by the Tampere higher education community ranging from technical to vocational studies in various fields.

Eligibility criteria

Eligibility criteria in the Master's degree programmes consist of two parts: Tampere University's general eligibility criteria, and programme-specific eligibility criteria, which specify and/or add information to the general criteria. You must meet both to be considered eligible. Applicants who do not meet both the general eligibility and the programme-specific eligibility criteria will not be selected as students at Tampere University.

General eligibility

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

  1. Bachelor’s degree - nationally recognized first cycle degree
    • Which corresponds to at least 180 ECTS (European credits) or to three years of full-time study
    • From the relevant field for the Master’s degree programme that you’re applying to
    • From an accredited institution of higher education
  2. AND a good command of the English language for academic purposes.

A Bachelor’s degree completed in a university outside Finland must provide eligibility for university-level master’s degree studies in the country in which it was awarded.

Applicants in their final year of the Bachelor’s degree are eligible to apply if the degree will be completed by 31 July 2020. In this case, they may be accepted conditionally.

Applicants with a Master’s degree may be admitted only well-founded reasons and only if they are able to show that the new degree at Tampere University provides the applicant with significant new knowledge and skills.

Programme specific eligibility criteria

The previous degree should be from a field closely related to the Master's programme you are applying to. In the Master’s programme in Information Technology the previous degree has to be in one of the following (or highly related) fields:

  • Computing, information technology, computer science, electrical engineering, software engineering or other applicable fields with proficiency in mathematics, physics and elementary programming skills

Applicants who have completed their degree in Finland must meet the minimum cumulative GPA set by the programme to be eligible. The minimum is the same as in the admission to the same Master’s degree programme offered in Finnish.

  • Minimum GPA for bachelor's degree completed in a Finnish University of Applied Sciences (AMK): 3,20/5
  • Minimum GPA for bachelor's degrees completed in a Finnish university (yliopisto): 2,80/5

When counting the cumulative GPA weighted by ECTS only the courses (include thesis) with numeric grade value are taken into account. Applicants in their final year of Bachelor’s degree must meet the minimum cumulative GPA when applying and after graduation.

Language skill requirements

All 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.

The minimum English language test result requirements

Test name & Minimum test result

  • TOEFL iBT: 92 overall, with no section below 20
  • IELTS (academic): 6.5 overall, with no section below 5.5
  • PTE (academic): 62 overall, with no section below 42
  • C1 Advanced: C
  • C2 Proficiency: C1
  • Finnish National Certificate of Language Proficiency (English): Proficiency level 5

*The previous CAE and CPE have been renamed as C1 Advanced and C2 Proficiency.

Previous studies

It is possible to be exempted from submitting a language test score if you have completed particular studies listed by Tampere University. Only these studies are accepted. If you apply without a valid language test result, carefully examine the exemptions.

Intake

A maximum of 55 students is admitted to the Information Technology programme.

The Information Technology programme includes the following specialisations:

  • Communication Systems and Networks, Information Security, Embedded Systems and Robotics and Artificial Intelligence.

Admission procedure

Students are selected to the programme from those applicants who submit a complete application (application and application documents by the deadline) and fulfil the official eligibility criteria.

The student selection is made by an admissions committee based on the academic qualifications and merits shown in the application documents. Please note that not all applicants fulfilling the requirements can be admitted.

Students admitted to a Master’s degree programme may be required to complement their earlier degree with complementary studies.

All students with a degree from a Finnish University of Applied Sciences (AMK) are required to complete a study package which generally includes courses in Mathematics, Physics and Chemistry depending on the student's background. Admitted students will be informed on these studies in detail when the studies start in the autumn of 2020.

Scoring

The number of eligible applicants annually exceeds the number of students that can be accepted. The student selection is made by an admissions committee on the basis of the academic qualifications and merits shown in the application documents.

In this programme, applicants are ranked based on the admission points they receive for previous qualifications, English language skills and other relevant factors that support the application.

Admission points (maximum 100 points) are given in the following categories:

  • Previous qualifications maximum 60 points
  • English language skills maximum 10 points:
    • 5 points: e.g. TOEFL 92 / IELTS 6,5 and if proven by previous studies accepted by Tampere University
    • 10 points: e.g. TOEFL 103 or higher / IELTS 7,5 or higher
  • Other relevant factors that support the application maximum 30 points
  • CV/Résumé and the motivation letter submitted with the application constitute the basis of admission points given in this category.

How to apply

Application step-by-step checklist
  1. Check the general eligibility and programme-specific eligibility criteria of the programme/s you wish to apply. You are allowed to apply three programmes at the same time.
  2. Read through the instructions on how to apply and start preparing your application documents as early as possible!
  3. Take a language test if required, please see the language requirements.
  4. When the application period opens, fill in the online application at Studyinfo.fi during the application period and upload required enclosures for the application. Application period 4 December 2019 at 8:00 GMT+2 - 15 January 2020 at 15.00 GMT+2.
  5. Upload all required enclosures and send the educational documents by post, according to the country specific-requirements if applicable. Documents must reach Tampere University Admissions Office by 31 January 2020 at 15.00 GMT+2. The documents must reach the University by the given deadline.
  6. Wait for the admission results to be announced in early April 2020.
  7. If you are offered a study place, remember to accept it by the given deadline.
  8. Pay the tuition fee, if required. Start preparing your arrival in Finland.
  9. Register as a student and join the Tampere University community!
Online application form

The online application form will be available during the application period only at Studyinfo.fi. The application period starts on 4 December 2019 at 8 am (GMT+2) and ends on 15 January 2020 at 3 pm (GMT+2).

Enclosures

You will need to upload copies of all required documents as enclosures on the application form. In addition to the general application enclosures, some programmes have listed additional programme-specific enclosures that are needed when applying to these programmes.

You will need to upload all required enclosures on your application form online at Studyinfo.fi. In addition to uploading, you must submit officially certified copies of your educational documents to Tampere University Admissions Office by post. Applicants whose degrees have been awarded in certain countries need to pay special attention to the documentation and documents from these countries must be submitted in a particular way. These country-specific requirements must always be followed first and foremost, prior to the regular requirements.

Applicants must post the educational documents to Tampere University Admissions Office so that they arrive by 31 January 2020.

There are no programme-specific enclosures when applying to this programme.

Admission results and appeals

Admissions results will be announced in early April 2020. All applicants will be informed about the admissions results.

Last updated Dec 2019

About the School

The University of Tampere and Tampere University of Technology merged on January 2019. The new foundation-based Tampere University together with Tampere University of Applied Sciences form a new highe ... Read More

The University of Tampere and Tampere University of Technology merged on January 2019. The new foundation-based Tampere University together with Tampere University of Applied Sciences form a new higher education community in Tampere with competitive edges in technology, health and society. Our higher education community is the second largest university community in Finland with our 35 000 students, 50 international degree programmes, 3 500 international students and 1 000 international partnerships. Read less