Data Analysis and Processing

Faculty of Mathematics and Computer Science

Level of studies: second-cycle studies

Type of studies: full-time

Duration: 2 years

Language of instruction: Polish

Professional title: master (magister)

Educational profile: general academic

About the programme

Programme description

Studia drugiego stopnia na kierunku analiza i przetwarzanie danych trwają 2 lata, czyli 4 semestry. Po ich ukończeniu uzyskasz tytuł zawodowy magistra. Pierwszy semestr przeznaczony jest na studiowanie podstaw matematyki, informatyki i programowania. Już od drugiego semestru do końca studiów realizowane są przedmioty specjalistyczne. Dotyczą one między innymi uczenia maszynowego, statystyki, rachunku prawdopodobieństwa, baz danych, systemów informatycznych oraz gromadzenia i eksploracji danych. W drugim semestrze zaczyna się trzysemestralne seminarium magisterskie, a na ostatnich dwóch semestrach realizowany jest jeszcze projekt magisterski. W ramach tych przedmiotów przygotowuje się pracę magisterską pod kierunkiem wybranego pracownika Wydziału Matematyki i Informatyki. W semestrach trzecim i czwartym oferowane są przedmioty do wyboru, których szerokie spektrum pozwoli każdemu znaleźć zajęcia odpowiednie dla siebie.

Kierunek otrzymał Certyfikat Akredytacyjny „Studia z Przyszłością” 2022 oraz Certyfikat Nadzwyczajny „Lider Jakości Kształcenia”.

Example of courses

Wstęp do rachunku prawdopodobieństwa
Statystyka z językiem R
Język SQL w analizie danych
Uczenie maszynowe – zastosowania
Algorytmy i struktury danych
Systemy informatyczne
Analiza danych
Gromadzenie i eksploracja danych

Graduate competencies

Zdobędziesz wiedzę i praktyczne umiejętności w zakresie uczenia maszynowego, statystyki oraz narzędzi informatycznych potrzebnych w codziennej pracy z wieloma rodzajami danych.
Dowiesz się jak przygotować dane do analizy, dobrać odpowiednie jej metody oraz wykonać potrzebne obliczenia korzystając ze specjalistycznego oprogramowania.
Nauczysz się wizualizować i raportować wyniki analiz w sposób zrozumiały zarówno dla specjalistów, jak i laików.
Przyswoisz metody i algorytmy uczenia maszynowego, statystyki i informatyki.

Zdobędziesz cenne umiejętności obsługi szeroko stosowanych narzędzi informatycznych, takich jak Python, R, SQL i Tableau.

Career prospects

firmy specjalizujące się w analizie danych, w szczególności Big Data
sektor bankowy
sektor ubezpieczeniowy
sektor usługowy

Additional information

Faculty website of the programme

Admission to the programme

Admission schedule

Enrollment start date:

2023-06-01

Enrollment end date:

2023-07-18

Enrollment fee payment deadline:

2023-07-18

Deadline for attaching documents obtained abroad:

2023-07-18

Photo upload date:

to 2023-07-18

Dates for document submission:

from 2023-07-01
to 2023-07-20

Entrance exams dates:

from 2023-07-24
to 2023-07-26

Results announcement date:

2023-07-27

Maximum number of admitted candidates:

Admission procedure has ended.

Current stats

Number of all enrollments:

Number of paid enrollments:

Contact details for admission subcommittee

Phone number

+48 61 829 5302

Working hours

09:00-14:00

Detailed admission rules

Selection procedure

for graduates of first-, second- and long-cycle studies

Elements of selection procedure	Minimum required	Max points	Weight of element	Max result
1) grade on the higher education diploma	-	5	8	40
2) interview	-	20	1	20
3) project	5	20	1	20
4) cover letter	-	5	4	20
Maximum number of points to be scored during the selection procedure				100

Ad 2. Additional information:

An interview covering the candidate's interests in the field of Data Analysis and Processing, motivation for further development, achievements to date, successes and completed projects. Failure to take the interview covering results in not being admitted to studies - regardless of the number of points obtained for the other elements of the qualification procedure.

Ad 3. Additional information:

The candidate submits a maximum one-page document presenting the project of the master's thesis, which may take the form of a framework outline or a description of the subject and research areas, combining data analysis and processing with the field selected by the candidate, which, upon admission to studies, will be the basis for choosing the subject of the work and the thesis supervisor. Failure to submit the master's thesis project results in non-admission for studies - regardless of the number of points obtained for the other elements of the qualification procedure.

Ad 4. Additional information:

The candidate submits a one-page document:

1. justifying the choice of field of study and preferences as to the specialties offered,
2. indicating professional, academic, personal achievements and experiences, etc.,
3. appropriate certificates, diplomas, letters of recommendation, certificates of participation in scientific organizations, and scientific articles that prove individual qualifications for studies - in the form of scanned attachments constituting an integral part of the cover letter (if available).
Failure to submit a cover letter results in non-admission for studies - regardless of the number of points obtained for the other elements of the qualification procedure.

Selection procedure steps

1. Creating an account

The candidate creates an individual account in the Online Admissions System by providing the necessary personal data. Subsequent admission-related operations can only be made after logging in to the created account. All steps taken by the candidate after logging into the system are saved and archived. The candidate is obliged to keep the password to access the account secret.

2. Enrolling in the programme

The candidate chooses a programme/major and type of studies. It is recommended that the candidate thoroughly read the admission requirements for a given programme as well as the admission schedule.

3. Paying the enrollment fee

The candidate pays an admission procedure fee in the selected programmes/majors. Failure to pay the fee for a given programme means the candidate is not included in the selection procedure in this programme. The enrollment fee is PLN 85.

4. Attachment of documents obtained abroad

The candidate with the documents obtained abroad attaches scans of these documents for the purpose of their verification.

5. Complement of information about the diploma

The candidate enters information about the diploma: final grade on the diploma, diploma issuance date and diploma number.

6. Uploading a photo

The candidate uploads a high-resolution photo which will be used when generating the personal questionnaire. The photo of the admitted candidate will also be used in the student identification card.

Notice: if you do not upload a photo, system will not be able to generating the questionnaire!

7. Lodgment of all required documents by electronic means

Upon enrolling into the programme and paying the enrollment fee, the candidate is obliged to lodge of all required documents by electronic means within the specified time limit.

8. Taking the entrance examination

The candidate will revceive a message via the Online Admissions System about the date, place and time of the entrance exam.

Failure to take the exam means the candidate is not admitted to the programme.

9. Final results of the selection procedure

The results of the selection procedure will be provided via the Online Admissions System. Upon logging into his/her account, the candidate will see information on admission or denial of admission.

List of documents

Set of documents

photo file which will be used when generating the personal questionnaire
a scan of university diploma
project
letter of motivation

Preparation of the documents

During the recruitment process, candidates do not submit any paper documents.

Each of the required documents should be scanned to a separate file in PDF format. A document (e.g. certificate or diploma) that has more than one page should be scanned into one multi-page PDF file.

Scanning documents can be carried out on its own with the use of a scanner or with the use of dedicated applications for devices with Android or iOS. The document scanning service is also available at most copy shops.

Attestation of documents

Document attestation is a process in which an employee of the University confirms the compliance of the attached scans of documents with their original (paper) version. Attestation of the document by AMU consists in submitting (for inspection) the original document at the Student Office at the Faculty at the beginning of the academic year.

Polish language command (B2 level)

Foreigners applying for admission to this field of study are required to attach a document confirming knowledge of the Polish language at the B2 level (see the list of accepted documents).

A candidate who does not have an appropriate document is obliged to take a Polish language proficiency test (online test).

Documents obtained abroad

Candidates with documents obtained abroad also provide:

a scan of a foreign document, which is legalized or accompanied by an apostille, entitling the candidate to take up higher education studies in the country where the document was issued
a scan of translation of the document into the language of the studies undertaken by the candidate, performed by a sworn translator entered into the list of sworn translators maintained by the Polish Minister of Justice, or certified by a Polish consul in the country where the document was issued
a certificate of recognition of a foreign certificate as equivalent to Polish Matura certificate issued by a competent Board of Education – if the foreign certificate is not recognized, by virtue of law or under international agreements, as a document entitling to commence higher education studies in Poland
a scan of a document confirming the entitlement to study tuition-free – in the case of the foreigners concerned