Blended Learning
F2F + Full Time Online support

Book flights for this special periods


16-23 October 2018 - Seminars, Discussions, QUERYADA 2018, Innowave Conference
4-10 January 2018 - Pamporovo, VFU Data Science Winter Camp
8-18 June 2018 - VFU Data Science Summer Camp
Semiinars, Discussions, Exams, VFU Conference 14-15 June 2018
Data Science for HealthTech


Adjustment Semester (extra semester)

For Bachelors graduated in (no)Computer Science professional area specialties.


Probability and
Statistics

4.5 ECTS credits




Lecturer & Consultant
Eddy Chakarov Rositza Marinova

Computer Architecture and Operating Systems

4.5 ECTS credits




Lecturer & Consultant
Evgenia Rakitina Evgeny Andreev

Computer Networks and Communications

4.5 ECTS credits




Lecturer & Consultant
Teodora Bakardjieva Evgeny Andreev

Databases

4.5 ECTS credits




Lecturer & Consultant
Veselina Spasova Vladimir Dimitrov


Programming

6 ECTS credits




Lecturer & Consultant
Galina Momcheva Rositza Marinova


Semester 1


Programming for Data Science

Compulsory Course

9 ECTS credits

  • • PREREQUISITES:
  • Programming; OOP
  • • KEYWORDS:
  • Python;
    SciPy;
    NumPy;
    Pandas


Lecturer & Consultant
Galina Momcheva Rossitza Marinova

Semantic
Data

Compulsory Course

4.5 credits

  • • PREREQUISITES:
  • Data, Information Retrieval
  • • KEYWORDS:
  • semantic data standards; ontologies; semantic web; metadata management; SPARQL; semantic search; smart cities data standards;

Lecturer & Consultant
Radka Kalcheva Mariana Damova Evgeniya Rakitina

Database
Systems

Compulsory Course

6 credits

  • • PREREQUISITES:
  • Databases;
  • Relational Algebra;

  • • KEYWORDS:
  • GraphDB; NoSQL



Lecturer & Consultant
Veselina Spasova

Research and Development Internship

Compulsory Course

1.5 ECTS credits

  • • PREREQUISITES:
  • -
  • • KEYWORDS:
  • Scientific Paper, Citations, Contribution, Hypotheses, Research, Publication, Experiments, Templates

Lecturer & Consultant
Galina Momcheva

Data Science Practices Masterclass

Compulsory Course

3 ECTS credits

  • • PREREQUISITES:
  • • KEYWORDS:

Lecturer & Consultant
Expert

Optional
Course

/ Choose 1 from 5 /

3 ECTS credits


Semester 2


Information Management Mastercalss

Compulsory Course

6 ECTS credits

  • • PREREQUISITES:
  • Databases; Business Intelligence
  • • KEYWORDS:
  • strategic planning of information systems; IT Strategy, IT leadership; integrated enterprise information architecture; management of software quality

ADASTRA experts
Expert Expert Expert

Distributed and Cloud Computing

Compulsory Course

3 ECTS credits

  • • PREREQUISITES:
  • Computer Architectures; Computer Networks
  • • KEYWORDS:
  • Amazon Web Services; cloud services; Google Web Services; Hadoop cluster on Amazon

Lecturer & Consultant
Vladimir Dimitrov

Elective
Course

/ Choose 1 from 9 /

3 ECTS credits








Elective
Course

/ Choose 1 from 9 /

3 ECTS credits

Master
Thesis

Compulsory Course

15 ECTS credits


Elective Courses


Data
Mining

Elective Course / Choose 1 from 9/

3 ECTS credits

  • • PREREQUISITES:
  • Data Analytic Methods; Programming
  • • KEYWORDS:
  • Python programming implementations; cluster, predictive analytics; cluster analysis; classifications, K-Means, K-Medoids

Lecturer & Consultant
Galina Momcheva Veselina Spasova

Cryptography

Elective Course / Choose 1 from 9/

3 credits

  • • PREREQUISITES:
  • Number Theory
  • • KEYWORDS:
  • cryptographic algorithms; standards; cryptanalysis; cryptographic protocols; steganography; crypto tools and programming implementations

Lecturer & Consultant
Eddy Chakarov Nikolay Dimitrov

High Performance Scientific Computing

Elective Course / Choose 1 from 9/

3 ECTS credits

  • • KEYWORDS:
  • Message Passing Interface; OpenMP; CUDA; Parallel Programming; GPU;





Lecturer & Consultant
Stoyan Mishev Vladimir Dimitrov

Process
Mining

Elective Course / Choose 1 from 9/

3 ECTS credits

  • • PREREQUISITES:
  • • KEYWORDS:

Lecturer & Consultant
Galina Momcheva Antonina Ivanova

Optional Courses


Data
Security

Optional Course / Choose 1 from 5/

3 credits

  • • PREREQUISITES:
  • • KEYWORDS:

Lecturer & Consultant
Teodora Bakardjieva Evgeny Andreev

Neuroscience

Optional Course / Choose 1 from 5/

3 ECTS credits

  • • KEYWORDS:
  • Neurophysiology; Synaptic transmission; Organization of the vertebrate brain; Chemical control of brain; Brain disorders; thalamus and V1 cortex;



Lecturer & Consultant
Krasimir Ivanov

Natural Language Processing

Optional Course / Choose 1 from 5/

3 ECTS credits

  • • KEYWORDS:
  • NLP; Parsing; Part-of-speech tagging; NER; OCR; Sentiment Analysis; Text Summarization; Textual Entailment; Information Extraction; Prediction; Query Expansion; Argumentation Mining



Lecturer & Consultant
Ivan Stanev

Internship

Optional Course / Choose 1 from 5/

3 ECTS credits

  • • PREREQUISITES:
  • • KEYWORDS:

Lecturer & Consultant
Antonina Ivanova

Master
Thesis

Optional Course / Choose 1 from 5/

3 ECTS credits

  • • PREREQUISITES:
  • • KEYWORDS:

Lecturer & Consultant