School: School of Sciences and Engineering

Data Science

Academic year

2022-2023
Taught Language: English

Course Summary

The aim of the program is to provide students with technical skills and practical insight to Data Science. The DS program combines theory and practice, based on three main disciplines, Computer Science, Statistics and Mathematics, and real world application domains. It has been designed to enable graduates of the program to meet the demands of the data-driven economy of the future.

More specifically, the program aims at:

  1. Providing students with the technical and analytical skills required for acquiring, managing, analyzing and extracting insight from data.
  2. Provide students with a strong mathematical and statistics foundation that will enable them to appropriately formulate models and apply optimization techniques for data analyses challenges.
  3. Providing students with software engineering and machine learning skills to design and implement scalable, reliable and maintainable solutions for data-oriented problems.
  4. Enabling students to assess the level of privacy and security of a technical solution to a data science problem.
  5. Preparing students to pursue further postgraduate education and research that require expertise in data science and analytical reasoning (such as business analytics, finance, health, bioinformatics).
  6. Providing students with a strong sense of social commitment, global vision and independent self-learning ability.

Career Prospects

Modules

Section A: Computer Science Requirements
ECTS: Min.114 Max.114

Course ID Course Title ECTS Credits
COMP-111 Programming Principles I 6
COMP-113 Programming Principles II 6
COMP-140 Introduction to Data Science 6
COMP-142 Software Development Tools for Data Science 6
COMP-211 Data Structures 6
COMP-240 Data Programming 6
COMP-242 Data Privacy and Ethics 6
COMP-244 Machine Learning and Data Mining I 6
COMP-248 Project in Data Science 6
COMP-302 Database Management Systems 6
COMP-340 Big Data 6
COMP-342 Data Visualization 6
COMP-344 Machine Learning and Data Mining II 6
COMP-370 Algorithms 6
COMP-405 Artificial Intelligence 6
COMP-446 Web and Social Data Mining 6
COMP-447 Neural Networks and Deep Learning 6
COMP-494 Data Science Final Year Project I 6
COMP-495 Data Science Final Year Project II 6

Section B: Mathematics and Statistics Requirements
ECTS: Min. 54 Max. 54

Course ID Course Title ECTS Credits
MATH-101 Discrete Mathematics 6
MATH-195 Calculus I 6
MATH-196 Calculus II 6
MATH-225 Probability and Statistics I 6
MATH-280 Linear Algebra I 6
MATH-325 Probability and Statistics II 6
MATH-326 Linear Models I 6
MATH-329 Bayesian Statistics 6
MATH-335 Optimization Techniques 6

Section C: Major Electives
ECTS: Min. 30 Max. 42

Course ID Course Title ECTS Credits
COMP-213 Visual Programming 6
COMP-263 Human Computer Interaction 6
COMP-341 Knowledge Management 6
COMP-349 Special Topics in Data Science 6
COMP-358 Networks and Data Communication 6
COMP-387 Blockchain Programming 6
COMP-449 Industry Placement in Data Science 6
COMP-470 Internet Technologies 6
COMP-474 Cloud Computing 6
COMP-475 Internet of Things and Wearable Technologies 6
MATH-281 Linear Algebra II 6
MATH-341 Numerical Analysis I 8
MATH-342 Numerical Analysis II 8
MATH-420 Times Series Modeling and Forecasting 6
MATH-426 Linear Models II 6

Section D: Science and Engineering Electives
ECTS: Min.6 Max. 12

Course ID Course Title ECTS Credits
BIOL-110 Elements of Biology 6
CHEM-104 Introduction to Organic and Biological Chemistry 6
ECE-110 Digital Systems 6
PHYS-110 Elements of Physics 6

Section E: Business Electives
ECTS: Min.6 Max.12

Course ID Course Title ECTS Credits
BADM-234 Organizational Behavior 6
BUS-111 Accounting 6
ECON-200 Fundamental Economics 6
MGT-281 Introduction to Management 6
MGT-370 Management of Innovation and Technology 6
MIS-215 Project Management 6
MIS-303 Database Applications Development 6
MIS-351 Information Systems Concepts 6
MIS-390 E-Business 6
MKTG-291 Marketing 6

Section F: Language Expression
ECTS: Min.12 Max.12

Course ID Course Title ECTS Credits
BADM-332 Technical Writing and Research 6
ENGL-101 English Composition 6

Section G: Liberal Arts Electives
ECTS: Min.6 Max.12

Course ID Course Title ECTS Credits
FREN-101 French Language and Culture I 6
GERM-101 German Language and Culture I 6
ITAL-101 Italian Language and Culture I 6
PHIL-101 Introduction to Philosophy 6
PHIL-120 Ethics 6
PSY-110 General Psychology I 6
SOC-101 Principles of Sociology 6
UNIC-100 University Experience 6

Assessment Method

Course assessment usually comprises of a comprehensive final exam and continuous assessment. Continuous assessment can include amongst others, mid-terms, projects etc.

Letter grades are calculated based on the weight of the final exam and the continuous assessment and the actual numerical marks obtained in these two assessment components. Based on the course grades the student’s semester grade point average (GPA) and cumulative point average (CPA) are calculated.

How to apply

  1. Completed Application Form
  2. A copy of your passport (page with your personal details and photo)
  3. Academic Records (True copy of the original)
    • For Bachelors Degree applicants: High School Leaving Certificate and mark sheet
    • For Masters Degree applicants: Bachelors Degree and transcripts
    • For Doctorate applicants: Bachelors and Masters Degree, including transcripts
  4. Two Letters of recommendation/reference from professors or employers (for Masters and Doctorate applicants only). Certain programmes have additional requirements
  5. Curriculum Vitae–CV (for Masters and Doctorate applicants only)
  6. Personal Statement (for Masters and Doctorate applicants only)
  7. Research proposal (for Doctorate applicants only)
  8. Evidence of work experience (where applicable)
  9. Portfolio (for selected programmes of study)

Application deadline

Generally, the deadline for applying

  • for the Fall semester is end of August and
  • for Spring semester, end of November

Entry requirements

Qualification requirements

The minimum admission requirement is a recognized High School Leaving Certificate (HSLC). Students with a lower HSLC grade than 7.5/10 or 15/20 or equivalent, depending on the grading system of the country issuing the HSLC, are provided with extra academic guidance and monitoring during the first year of their studies. Some programmes have higher entry requirements

Additional entry requirements

English Language Proficiency

The list below provides the minimum English Language Requirements (ELR) for enrollment to the programme of study. Students who do not possess any of the qualifications or stipulated grades listed below and hold IELTS with 4.5 and above, are required to take UNIC’s NEPTON English Placement Test (with no charge) and will receive English Language support classes, if and as needed, from UNIC’s International Gateway Centre (IGC).

  • TOEFL – 525 and above
  • Computer-based TOEFL – 193 and above
  • Internet-based TOEFL – 80 and above
  • IELTS – 6 and above
  • Cambridge Exams [First Certificate] – B and above
  • Cambridge Exams [Proficiency Certificate – C and above
  • GCSE English Language “O” Level – C and above
  • Michigan Examination of Proficiency in English (CaMLA) – Pass
  • Pearson PTE General – Level 3 and above
  • KPG (The Greek Foreign Language Examinations for the State Certificate of Language Proficiency) – Level B2 and above
  • Anglia – Level B2 and above
  • IEB Advances Programme English – Pass
  • Examination for the Certificate of Proficiency in English (ECPE) Michigan Language Assessment by: Cambridge Assessment English & University of Michigan – 650 average score for ALL skills and above

English language requirements

The table below provides the minimum English Language Requirements (ELR) for enrollment on a programme of study offered in English. Students who do not possess any of the qualifications or stipulated grades listed below and hold IELTS with 4.5 and above, are required to take UNIC’s NEPTON English Placement Test (with no charge) and will receive English Language support classes, if and as needed, from UNIC’s International Gateway Centre (IGC).

English Qualification ELR Equivalent to IELTS 6
TOEFL 525 and above
Computer-based TOEFL 193 and above
Internet-based TOEFL 80 and above
IELTS 6 and above
Cambridge Exams (First Certificate) B and above
Cambridge Exams (Proficiency Certificate) C and above
GCSE English Language ‘O’ Level or IGCSE C and above
Michigan Examination of Proficiency in English (CaMLA) Pass
Pearson PTE General Level 3 and above
KPG
(The Greek Foreign Language Examinations
for the State Certificate of Language Proficiency)
Level B2 and above
Anglia Level B2 and above
IEB Advanced Programme English Pass
Examination for the Certificate of Proficiency in English (ECPE)
Michigan Language Assessment
by: Cambridge Assessment English & University of Michigan
650 average score for ALL skills and above
 
 
 

English Language Proficiency

Master students satisfy the English requirements if their first degree was taught in English. Otherwise, they would need to present a minimum TOEFL score of 550 paper-based or 213 computer-based, GCSE “O” Level or IGCSE with minimum “C”, IELTS with a score of 6.5, or a score placement at the ENGL- 100 level of UNIC’s NEPTON. The University offers English courses at various levels to help students reach the required standard for admission to a graduate programme.

The purpose of the NEPTON Test

1. The purpose of this test is to place students in the appropriate level of English in order to support their academic studies at the University. The NEPTON is not a University entrance examination; previous academic performance (e.g. School Leaving Certificate) is taken into consideration with regard to University entrance requirements.

2. The number of additional courses and corresponding course loads are given in the table below:

 
 
 
Level of English Hour of tuition/work Credits Additional course load permitted
ENGL-101 English Composition 3 6 Normal
ENGL-100 Basic Writing 3 6 Normal
BENG-100 College English 6 6 Normal
BENG-070 English Language Skills 12 4 6 credit hours
BENG-060 English for Beginners 20 2 No other credits
 
 
 

3.Students who have the following qualifications can take the test, but will not be placed below the level shown:

English Qualification ENGL-101 ENGL-100
TOEFL 550+ 513-547
Computer-based TOEFL 213+ 183-210
Internet-based TOEFL 79+ 65-78
IELTS 6.5+ 5.5-6.0
Cambridge Exams (First Certificate) Grade A or B Grade C
Cambridge Exams (Proficiency Certificate) A or B or C A or B
GCSE English Language ‘O’ Level or IGCSE A or B C
Michigan Examination of Proficiency in English (CaMLA) Pass N/A
Pearson PTE General Level 4 Level 3
KPG
(The Greek Foreign Language Examinations
for the State Certificate of Language Proficiency)
Level C1 Level B2
Anglia Proficiency or Masters Advanced
IEB Advanced Programme English Pass N/A
Examination for the Certificate of Proficiency in English (ECPE)
Michigan Language Assessment
by: Cambridge Assessment English & University of Michigan
840-1000 average score for ALL skills 650-835 average score for ALL skills
 
 
 

4.Students can take the NEPTON after they officially enroll and pay the Euro 55 application fee.

Fees and funding

Application Fees

Yearly tuition fees:

International / Non EU Students: 9.420 Euro

 

Local / EU Students: 9.240 Euro



Additional Fee information

OTHER FEES

ON-CAMPUS PROGRAMMES

ONLINE/DL PROGRAMMES

Application fee (one-off/nonrefundable payment)

55

55

Visa application (one-off/nonrefundable payment)

86

0

Registration fee (per semester)

26

0

Health & accident insurance (per year)

175

0

Student activities fee (per semester)

20

0

Technology fee – Internet use etc. (per semester)

15

0

International student guarantee (one-off / refundable payment)

400

0

Transcript fee (per copy)

5

5

Evaluation fee (transfer credits / ECTS)

52

52

Second exam fee (per course)

65

65

Graduation application fee

60

60

Total 

959

273

Provider information

Main Contact

46 Makedonitissas Avenue, CY-2417

Contact Person: UNIC

Phone: +35722778744